1. How are coefficients affected?

from sklearn.datasets import load_diabetes

import numpy as np
import pandas as pd

import matplotlib.pyplot as plt

from sklearn.linear_model import Lasso
from sklearn.metrics import r2_score

from sklearn.model_selection import train_test_split

data = load_diabetes()

df = pd.DataFrame(data.data,columns=data.feature_names)
df['TARGET'] = data.target

df.head()

	age	sex	bmi	bp	s1	s2	s3	s4	s5	s6	TARGET
0	0.038076	0.050680	0.061696	0.021872	-0.044223	-0.034821	-0.043401	-0.002592	0.019908	-0.017646	151.0
1	-0.001882	-0.044642	-0.051474	-0.026328	-0.008449	-0.019163	0.074412	-0.039493	-0.068330	-0.092204	75.0
2	0.085299	0.050680	0.044451	-0.005671	-0.045599	-0.034194	-0.032356	-0.002592	0.002864	-0.025930	141.0
3	-0.089063	-0.044642	-0.011595	-0.036656	0.012191	0.024991	-0.036038	0.034309	0.022692	-0.009362	206.0
4	0.005383	-0.044642	-0.036385	0.021872	0.003935	0.015596	0.008142	-0.002592	-0.031991	-0.046641	135.0

X_train,X_test,y_train,y_test = train_test_split(data.data,data.target,test_size=0.2,random_state=2)

coefs = []
r2_scores = []

for i in [0,0.1,1,10]:
    reg = Lasso(alpha=i)
    reg.fit(X_train,y_train)
    
    coefs.append(reg.coef_.tolist())
    y_pred = reg.predict(X_test)
    r2_scores.append(r2_score(y_test,y_pred))

<ipython-input-93-73bb2b6a9955>:6: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  reg.fit(X_train,y_train)
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496708.2205472759, tolerance: 212.4353654390935
  model = cd_fast.enet_coordinate_descent(

plt.figure(figsize=(14,9))
plt.subplot(221)
plt.bar(data.feature_names,coefs[0])
plt.title('Alpha = 0 ,r2_score = {}'.format(round(r2_scores[0],2)))

plt.subplot(222)
plt.bar(data.feature_names,coefs[1])
plt.title('Alpha = 0.1 ,r2_score = {}'.format(round(r2_scores[1],2)))

plt.subplot(223)
plt.bar(data.feature_names,coefs[2])
plt.title('Alpha = 1 ,r2_score = {}'.format(round(r2_scores[2],2)))

plt.subplot(224)
plt.bar(data.feature_names,coefs[3])
plt.title('Alpha = 10 ,r2_score = {}'.format(round(r2_scores[3],2)))

plt.show()

2. Higher Coefficients are affected more

alphas = [0,0.0001,0.001,0.01,0.1,1,10,100,1000,10000]

coefs = []

for i in alphas:
    reg = Lasso(alpha=i)
    reg.fit(X_train,y_train)
    
    coefs.append(reg.coef_.tolist())

<ipython-input-95-3ebec9db6c83>:7: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  reg.fit(X_train,y_train)
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496708.2205472759, tolerance: 212.4353654390935
  model = cd_fast.enet_coordinate_descent(

input_array = np.array(coefs)

coef_df = pd.DataFrame(input_array,columns=data.feature_names)
coef_df['alpha'] = alphas
coef_df.set_index('alpha')

	age	sex	bmi	bp	s1	s2	s3	s4	s5	s6
alpha
0.0000	-9.160885	-205.462260	516.684624	340.627341	-895.543596	561.214523	153.884780	126.734314	861.121395	52.419828
0.0001	-9.071288	-205.337332	516.780313	340.539730	-888.652320	555.952271	150.585260	125.453044	858.639860	52.379002
0.0010	-8.264924	-204.213177	517.641106	339.751339	-826.653342	508.609613	120.899583	113.924518	836.314382	52.011583
0.0100	-1.361404	-192.944226	526.348511	332.649058	-430.205495	191.277876	-44.048113	68.990747	688.384976	47.939528
0.1000	0.000000	-113.976046	526.737112	292.635423	-82.691928	-0.000000	-152.691332	0.000000	551.077200	7.169852
1.0000	0.000000	0.000000	363.882636	27.278420	0.000000	0.000000	-0.000000	0.000000	336.135971	0.000000
10.0000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	-0.000000	0.000000	0.000000	0.000000
100.0000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	-0.000000	0.000000	0.000000	0.000000
1000.0000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	-0.000000	0.000000	0.000000	0.000000
10000.0000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	-0.000000	0.000000	0.000000	0.000000

alphas = [0,0.0001,0.0005,0.001,0.005,0.1,0.5,1,5,10]

coefs = []

for i in alphas:
    reg = Lasso(alpha=i)
    reg.fit(X_train,y_train)
    
    coefs.append(reg.coef_.tolist())

<ipython-input-97-a6313f20dc56>:7: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  reg.fit(X_train,y_train)
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 496708.2205472759, tolerance: 212.4353654390935
  model = cd_fast.enet_coordinate_descent(

input_array = np.array(coefs).T

plt.figure(figsize=(15,8))
plt.plot(alphas,np.zeros(len(alphas)),color='black',linewidth=5)
for i in range(input_array.shape[0]):
    plt.plot(alphas,input_array[i],label=data.feature_names[i])
plt.legend()

<matplotlib.legend.Legend at 0x1b0d7764190>

3. Impact on Bias and Variance

m = 100
X = 5 * np.random.rand(m, 1) - 2
y = 0.7 * X ** 2 - 2 * X + 3 + np.random.randn(m, 1)

plt.scatter(X, y)
plt.show()

X_train,X_test,y_train,y_test = train_test_split(X.reshape(100,1),y.reshape(100),test_size=0.2,random_state=2)

from sklearn.preprocessing import PolynomialFeatures
poly = PolynomialFeatures(degree=10)

X_train = poly.fit_transform(X_train)
X_test = poly.transform(X_test)

from mlxtend.evaluate import bias_variance_decomp

alphas = np.linspace(0,30,100)

loss = []
bias = []
variance = []

for i in alphas:
    reg = Lasso(alpha=i)
    avg_expected_loss, avg_bias, avg_var = bias_variance_decomp(
        reg, X_train, y_train, X_test, y_test, 
        loss='mse',
        random_seed=123)
    loss.append(avg_expected_loss)
    bias.append(avg_bias)
    variance.append(avg_var)

C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.86300793450192, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.56454151424337, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.28877543665209, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.899608686326445, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.77309403483095, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.147150942052555, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.57649464383037, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.21031092448653, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.02330301572306, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.34506036667756, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.209829375996776, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.06289771526946, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.42284052655326, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.55924951603009, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.77380761680877, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.772185790712186, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.280566980071285, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.87228242010144, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.806163609511415, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.816466513510775, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.683416037853, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.63605009500103, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.804840189181526, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.114667410690515, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.834307662470096, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.86874063944951, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.10128453616858, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.88990446834736, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.95917672643929, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.60872355303894, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.34435911840126, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.930860281654475, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.2405577436621, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.37786798714712, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.580213075376506, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.86382013258923, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.06487840561258, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.940290419485855, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.7246751228832, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.209696891308827, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.21123570264091, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.54510681285427, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.31306462248176, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.92120601223999, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.955595190340446, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.406438193979, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.275862940843474, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.86353839630695, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.78928738507414, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.89617720587703, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.55667254892523, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.771482092210775, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.577699410898084, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.89990378703649, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.45709142781287, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.04979952149771, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.434560491433935, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.94585126886999, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.124999837529515, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.64907644846065, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.148338074246624, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.94670652038623, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.32507674844673, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.479854248195835, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.33001367660499, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.10087323873573, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.430319305072416, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.78834838194243, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.70995346643943, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.816809086767144, tolerance: 0.04047628667863113
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.653605123429315, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.49754352457005, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.83880064591772, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.46753124036353, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.18703446459339, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.6967603093889, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.466725613184856, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.383094032418725, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.59813599089557, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.45652325820561, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.779727970728686, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.60179496305895, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.185514968865704, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.88476896056108, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.89334933883629, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.75827047565825, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.47815631151681, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.72411633761005, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.413362380991884, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.13549748255765, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.159581741396444, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.38207670380338, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.36523539801753, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.423878208180696, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.388672298319165, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.586029834865606, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.71092099577283, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.65380849108425, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.16780853225256, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.871718073553225, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.04784509561905, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.15194582303937, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.858718104395564, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.360850686826524, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.37564125946733, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.09057156087298, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.74462782566984, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.287891716256226, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.95546982649387, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.34074118983165, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.35720298396504, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.28737314422928, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.135429082118364, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.72161932592265, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.219134257445134, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.827183582326604, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.810243565857164, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.82756872931951, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.3875453828865, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.36563436373684, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.71190528298213, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.31908895905154, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.56434023126971, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.12392672173028, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.808669956145565, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.5197344729954, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.490595655452445, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.916455729394492, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.288386354630525, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.87368247452602, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.04558176986586, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.829230564821316, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.81000677104248, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.329522074620044, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.02293240819596, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.79575016891287, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.185673734551614, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.77429273635876, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.017757555783035, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.000489827326135, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.20611948437729, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.611837811235375, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.781159231194216, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.061365133293506, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.68974913787219, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.13114029443884, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.81103968779368, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.74964343022609, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.81416339576376, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.364337616955424, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.95289577225636, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.45902493845008, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.875064618733674, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.084119787337556, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.34348632143778, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.042159366248946, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.55887090375187, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.84315380051344, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.57917070430334, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.68288345520682, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.36009605550156, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.26979831013458, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.02318100897284, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.58775233603398, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.79841277015238, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.944743957370743, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.89438131335072, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.39979335264267, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.67000987763744, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.209980550784394, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.034782279620174, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.236064746363326, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.736274160521916, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.234661886841735, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.929718687756754, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.415036409884394, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.41471208047042, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.99478125416624, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.05597206665882, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.357005300753485, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.783050412808926, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.03311288874034, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.894414873018796, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.25020376305719, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.46927753573777, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.58336100821096, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.15286186322041, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.075516335027075, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.53303310651698, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.69776564590301, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.93176480900294, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.74697397525361, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.628333796857476, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.048819459552, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.6044002811781, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.727633354779375, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.40194226195924, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.09145752109707, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.23974424667986, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\mlxtend\evaluate\bias_variance_decomp.py:109: UserWarning: With alpha=0, this algorithm does not converge well. You are advised to use the LinearRegression estimator
  pred = estimator.fit(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: UserWarning: Coordinate descent with no regularization may lead to unexpected results and is discouraged.
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.943454783749445, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.64306698481161, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.51780930129601, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.27734886956587, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.98365457348038, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.27557492303569, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108.7583130027908, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.77298244273646, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.45315584269258, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.26936011995075, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.930488749937, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.71434503731942, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.21880835181784, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.65707399105135, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.63320169627426, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.76945752160242, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.39081660115235, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.320494039393495, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.60600527641701, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.51980229315213, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.54937973696101, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98.79640429850389, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.56257560138829, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.53411287778889, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.899351433016108, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.46631412556775, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.029460631024854, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.36702693623616, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.51072207596948, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.481243427233295, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.65614263199924, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.12160126073047, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.05300005829024, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.10916390167325, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.06179340860547, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.1867237506962, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 100.5709227103022, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.22086174312733, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.457194012608, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.90187696532547, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.77122728367137, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.21919473913991, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.43436336699064, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.51515010222386, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.04253008442396, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.7877385142177, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.06699775791989, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.17227298749286, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.00933528116232, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.71320637999919, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.4137470647758, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.87458397559384, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.75255044133502, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.45641920917727, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.55667945549474, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.214680130801, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.20481060242872, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.332276938569166, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.34766541543632, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.64606822415918, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.635553329246676, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.53514581602758, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.0793004272298, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.54442558789161, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.79185665758658, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.733101201621814, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.60870283740893, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.655715769113, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.52298217878798, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.35011211078876, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.168739718747105, tolerance: 0.04047628667863113
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.3727406973594, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.84415504732502, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.04631937765008, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.58458533955951, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.58471459566436, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.54051596729718, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.41152117003339, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.84433305246196, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.28651277753751, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95.94180042579019, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.45280270125232, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.04197633171765, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.0604797214993, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.638785142658, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.72261770633757, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.32600650764408, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.58319855398607, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.08309598474767, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.160462819582634, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.3930974242239, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.11365213874711, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.60152095684755, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.02780992918423, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.80252413719137, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.00778789851576, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.68404201253823, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.70451107737605, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.97243099876019, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.82631062076209, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.9089696735636, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.090756440255845, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.99179815390443, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.19032093688833, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.5015460432416, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 96.92367676726494, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.43961998821823, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.49275194237482, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.22623175946757, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.203548254609686, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.90404889468289, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.57137873312736, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.70001741923424, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.8683220234464, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.50452759905351, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.62687051770754, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.254557344222135, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.781209469742706, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.01613421472848, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.41355958993377, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.73580328837885, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.53593662679407, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.59113893971204, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.32975989820193, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.79565049474128, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.945124298100296, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.813109922328906, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.31333349293152, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.39294350263506, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.19605925183954, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.08035074274707, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.84280901813695, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.00842528439298, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 110.4501737556472, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.64151028888907, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.58390472357968, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.472984369826136, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.82537463704589, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.0530259318433, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.98333647406176, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.07635150215145, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.80282477272644, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.5518187434736, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.28236923476582, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.868051120020766, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.83423598081171, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.96769246670355, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.28036780864981, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.36371355480026, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.44861075360947, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.72250049020622, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.51128309041815, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.9473659297472, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.34828592327024, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.42306494222507, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.73638077759048, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.889493730090976, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.22396906015865, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.24189807322679, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.20333479041736, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.59551463102707, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.96075084207159, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.80529273524301, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.25361139859746, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.80110698714574, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.351927918364936, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.33445045959563, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.50561622633009, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.938888330298994, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.99140286166133, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.420453858204226, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.79296409192966, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.79480331759382, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.48806022764899, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 92.79719410424525, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.83867696715512, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 92.35432226444311, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.90882922360855, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.76029987280315, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.061697911854196, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.83020541367807, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.967331939355276, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.77153400445965, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.46214344560337, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.60124866698283, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.09546718202638, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.43772646357289, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.81664109404933, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.62513657332391, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.66088642898079, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.6414820311463, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.86140779210435, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.01697422961274, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.61820461174011, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.19544765964436, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.5526398841015, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.070574367414935, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.5641033480678, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.51523772951231, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.1778564983675, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.01937077562587, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.42371335559118, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.04894654234056, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105.35185137066547, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.25408353049897, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.85183208137636, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 112.34090948597884, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.49735450482136, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.54933390833358, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.01132561147345, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.10955481841734, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.759052249662, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.60970218616998, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.37447430640584, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.35558377768876, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.15834797463947, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.19117995233849, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.68650940062273, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.31266635576736, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.13142468039587, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.45672953120839, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 112.93818408386345, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.6869644614162, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.04715749573646, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.51347349251095, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99.81252169846755, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.12121006598474, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.55881364275204, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.98012473052609, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.62574075228619, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 90.51707867423242, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.92098340531529, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.74480075538412, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.20437280329385, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.63007636420737, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.51603870931494, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 101.3080953461207, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.03610726379209, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.13717482871934, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.47720723952074, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.04890001927869, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.48933652024812, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.56364317573556, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.7833006460678, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 92.31260387310677, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.01163520105737, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.61556970682629, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.2130181496818, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.51992887502864, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.631965856267044, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.06516930938156, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.0496634083365, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.93270469596173, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.457725350374034, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 102.57500672753424, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.81656611400264, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.09357812650235, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.41997656440898, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.54334476318914, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.50246602768858, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.466825387343064, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.10627940791096, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.93610558208098, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.93041618836432, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.53314121363553, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.700356228043177, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.6283106276971, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.43851437372639, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95.67808595265963, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.64400920234363, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.85125806115003, tolerance: 0.04047628667863113
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.4655986544647, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.87348612783805, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.26647918015586, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.02293710537974, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.34302208866868, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.12915434464045, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.05450130095257, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.89801222610096, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.92037979881961, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.26707223083251, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.55761446579854, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 109.10308262118761, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.80427967134206, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.98736203315525, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.45847943370538, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.81892262122872, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 90.80495143782345, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.24968573252377, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.188226851538005, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.15938730306843, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 90.97548798909554, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.8400640432165, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.91018761652642, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.06469358115856, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98.54818875888918, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.97698803148438, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.07887280440747, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.20599002098483, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.21393900828556, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.21358968498123, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.841566604040345, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 92.72248782438942, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.19710405025239, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.596846320617715, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 122.93052665075898, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.30388055383972, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.29233853918163, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.783219951182573, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.29778683549568, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.69001840963301, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.49642698120674, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.555781871702294, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.91898600031728, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.25752298910741, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.31320107300671, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.11179452547107, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.83289140341635, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.81740338980873, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.29579644950059, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.16788584838613, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.66135249072435, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.91342923594357, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.52547192695782, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.5189951001733, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.50709376411464, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.70765394339168, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.58377822109044, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.12316227916436, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.82161470475667, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.89004643587813, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.92770242473594, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.70507278694515, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 123.08229950926354, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95.46968316281081, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.08094812073767, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.62600504862027, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.147106205101935, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.14480543331068, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.99796397426495, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.81227603272211, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.21580276259347, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.12194578591946, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.43805990118874, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.06148825477307, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.69111434343438, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.81180741604003, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.35560581552579, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.57085768155889, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.00005768270967, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98.0749502324718, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.81444543640124, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94.803628223202, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.90338260053306, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.28342207326976, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 101.16266933081081, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.71012492726042, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.59463704365191, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.89636023646585, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.39396467184083, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.42545407299315, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 90.18478152680396, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.46597807476232, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.04527003376192, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.967413418922632, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.91051768851167, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.21708592541724, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.54466277571345, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.548631224729014, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.9192535533159, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.52243572213013, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 96.94164529105903, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.62107309014797, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.68203156006933, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99.28711599675788, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.26033354363955, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.71482695308441, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98.59452623556108, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 96.46440969615337, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.79841839350996, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.12715111275396, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.39497817721096, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.96886815279272, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.56597501749527, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.3723703474407, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.14714990593744, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.2002324018094, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.00967493165756, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.05948532756692, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.13591490588713, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94.5125009208336, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.71771001527497, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.83660084689458, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 102.13819753874137, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94.46070557350846, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.47131961001659, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.65115816273392, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.95964077075317, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.21326979375897, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.79334047658728, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.13942596484031, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.95256981118845, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.63140997351884, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 101.01903093518797, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94.8488506740409, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98.3874702146249, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 120.90785338470805, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.93421044863211, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 101.42379541547129, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.76261833558507, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.36106023094854, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.35343928225886, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 90.99070028571998, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 103.14193323293819, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98.66911816155908, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.91831134971592, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.79690927032897, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.557838875880734, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 104.86065031904567, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.82421145527366, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.083708664918, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 120.11464540067813, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.35889134081785, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95.68902642463917, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.77424227446, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 113.77307184775057, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.946560426023495, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.51669296195566, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 96.27968541292512, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.90215192129742, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105.87083197139084, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.65222004486367, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.08149269180872, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.84297705386965, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 96.43366610511762, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.98263217296407, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.225093921002625, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95.26055367800706, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.66210676571816, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 110.5652216100206, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.20416698279318, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.44018628191704, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.79603652871194, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.35055181119175, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 100.51225633603694, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98.5982995246142, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94.71841031725215, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 102.774575016645, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 92.85080238238987, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.42025752350729, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98.12816186547045, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.714588776349416, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.52800999148363, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.8115011266845, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 114.87091124215814, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 102.64253888048212, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 103.50944077271453, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.53491248627326, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 100.55622077530766, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108.27220584390636, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.99643129267237, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94.27234662879835, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.90867234872087, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98.31438192411538, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.09311593036404, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.204961304309805, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.8367159971223, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.1378633384201, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 109.677305110355, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.93538950232707, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.71776709621204, tolerance: 0.04047628667863113
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.4082445315634, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.77627080688677, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.66514880346266, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.37309530933982, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.27413313576228, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.3117976755434, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.61920887842143, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.5960221076941, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.03801365369556, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105.41523109024175, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.84957478847177, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 121.52322714011419, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.93430758530086, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.99755673696988, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.409181632312375, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.55445875600904, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 103.31651420800193, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 104.67205310106107, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.02260142752132, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94.72595723005287, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105.58220758055398, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.35990620666236, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 90.94276343920984, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.94583841962618, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 110.94638950086788, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.50661079100172, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.45095752909018, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.98047733710116, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 90.54889835662297, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99.19055428144313, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.04737958286583, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.3284111705787, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99.8051851965358, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.98491582915116, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 128.98983227691778, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.49021482526732, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.98442777956302, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.01684158941944, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.26932519194784, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 102.51056798027885, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.54024626162284, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.752637414872595, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.9976345236538, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.96199895723017, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.54700635294239, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.90028509892302, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.67910292982499, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.48203362891087, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 90.28632476689417, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.87808807312854, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.06666518165332, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.76947002020535, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.711881743953946, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.70030141395716, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.94899675356979, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.94476499791907, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 111.00498285534374, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.65123421922192, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98.05141894821061, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 92.88911583946214, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 102.4480831057775, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99.38484812020901, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 139.69617740871445, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 110.28205805596659, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98.53715132950013, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.55644914654378, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.77763940843643, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.91312222388899, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 107.30537362225732, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.99069653629071, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 100.54586428532801, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 111.24800640879721, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.0824655517558, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.63671741764355, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.60842911234641, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.75840378642587, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.66507169753018, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 96.48349700691828, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.5071137103034, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 112.90490501954793, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.41050733272125, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105.46516406128904, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.7240964835092, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.68806125502596, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 111.71529256085842, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.0735043129274, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 96.59434326127557, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 100.80825020527084, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.86219919134777, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99.25971670984731, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 103.92921441378653, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 92.56949859007261, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.08145574238378, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 111.79005904865137, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.96390870952263, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.70510352227335, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.28475317430444, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.128943935407946, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.59008597377326, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.93270969620995, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108.77591711382902, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.1941036973209, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.17475904176378, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 118.38540198837143, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.3464948427361, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 110.07918440654136, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 113.05140420494835, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 104.3103036117805, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.60804934821797, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.39067563428743, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.06420894159476, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 103.40762002020472, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.16662097481732, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.25658723125981, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.49985879622551, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 96.69553046193921, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.52346646985191, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.57094953460617, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 100.70089675090912, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 112.05586758292537, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.69468512147816, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.69719277797844, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 112.59549403892416, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 115.67675478635694, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.22370918429594, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.15388813495686, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.08232517792982, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 92.88941638442914, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.42062271112458, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.04339743785627, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.99414061276238, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.51976161706483, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 116.84749650272101, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105.30779533542757, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94.5648233564081, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 136.465701800003, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.57994012640029, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 110.22749569758007, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.34250027589658, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95.71646973680366, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.64637296634695, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.20389164108082, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 109.60901845516665, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 107.52425530429552, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 96.16903858920321, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.71293119234849, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.980047033423773, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 111.47159848213147, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 102.93596217066701, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 104.8696282800135, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 104.58724510661548, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.74592595991987, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 110.55771438198549, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.7458293185018, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 121.48226578951052, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.5451603564188, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 103.84235879689189, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.72857135520161, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.53591300542797, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 112.94890962060722, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 109.18175629273041, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.58032113954087, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.04308008928868, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108.66904062894758, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.73466605504233, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.112162780481555, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 103.07525547514444, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.03430254620223, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 126.72973474428024, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.29865905268854, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.514870623070834, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.5294068043307, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 111.58563380167604, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98.95544872701288, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 106.58073444156784, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.11502705614629, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 107.37589479988287, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 100.17124617709854, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.84620818906181, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 110.93429559694653, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.59366606075531, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 104.65447974347258, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94.24406286087822, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 115.09156236037067, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108.68222232272488, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 110.49194068332848, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.50907877032051, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 107.2372510430871, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 109.73704705412689, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.23546501507437, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94.56864144874677, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.31776394311915, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 106.16300938039639, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.06705801801606, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.86750954149201, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 104.57988050788316, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.276748646333, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 115.54498789648973, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.3520442717907, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.45316668255653, tolerance: 0.04047628667863113
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 101.7196371319261, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.811114563434415, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98.11777731391422, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 103.06641006789418, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99.54012461016089, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95.53728023674796, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.8584098135515, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.23275689074748, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.90290031778567, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 109.02244322888174, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.8573908306982, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 126.73565387042152, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.79850432619209, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94.77897640106073, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.99284316274543, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.72464036859874, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105.21183072537947, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 114.85308517079466, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.40956564031612, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99.86385408419814, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105.78965831417995, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95.19320411902063, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.67278953528562, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.17627274473696, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 111.24985392933607, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.06736390099451, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 100.14876556213747, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.11962186578941, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.56534450382449, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 107.34613981646294, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.55911110125962, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.30081713788721, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 110.58454754012686, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.7643129390211, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 141.3380667243959, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.77977101109148, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.82437624692638, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.98061267720846, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108.69523821845095, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 111.60466606025761, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.28554488608464, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.865644651157865, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.59755487633521, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.2180449369513, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.72692072924922, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98.37118263764332, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.82866309523054, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.41630554925361, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.24328645906434, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 110.51094793528802, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.703049645827164, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.88403799857703, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.76114648890598, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.33764289970921, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.9146983370355, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.07617106033832, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 117.5901984754907, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94.91834484527789, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.22237925571781, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.3492611373175, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 112.62263428898481, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108.01615505630828, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 143.81749673832317, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 114.55495772463792, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 106.67507927905116, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.76369953845857, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.004017654088756, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.26801629751145, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 118.40897599739604, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.15533164107069, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108.42884370925377, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 113.31319001909574, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.1920262649158, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.79796833557904, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.29624007287624, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.91538543120586, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.59500146393262, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 101.71513069698027, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.56796138769298, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 121.00732843455376, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.93187910214975, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 101.77239322440565, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.16005026369788, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.47417252403369, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 114.94518794313922, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.067409658478866, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 104.44824024958012, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 103.12751088451625, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.77090596863374, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105.72220157910111, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 110.438426178723, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.95813690876922, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.46758602037404, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 127.36944223852181, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.92141992925878, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.24509957404028, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99.08100839944069, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.37373225969911, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.87693691986317, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.69972992503508, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 113.53662369018187, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.7696721135685, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.92470780497597, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 125.3877275358466, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 104.47619834692975, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 118.962653367174, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 123.60603933919151, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99.79243004966582, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.97480698733117, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95.20371936101535, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.973393788589505, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 115.06225421052214, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.815994213127794, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94.97979920337501, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.19331309860006, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 104.439777225031, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.333196818016624, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.78094127708798, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 110.93214882916416, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 118.1615683287357, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.51859640301441, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 103.25300670005956, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 122.78819371344201, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 121.67883262608858, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.30346192424761, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.9712387022465, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.636624400303376, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 90.82740194747562, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.49660654689252, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 102.54404655622223, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.63149051169603, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.06606536532419, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 127.8718249244506, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 104.46882273474768, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.23034677966061, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 129.76695920930098, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.138383647133224, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 103.79603999229832, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.7696947074918, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 90.35165924389702, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.146225154612665, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.12709339174337, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105.20511709385679, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 112.53449354316862, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.67681670500897, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.66705791295578, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.238313965777962, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 102.77968744952541, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 101.11150383174665, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.98457900862535, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.55576866011529, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.4550230125842, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 96.99272780676985, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.05375871573995, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 120.16196455958796, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.947935831749355, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 114.40633313568044, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 92.27563358805546, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.45052294914674, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108.42104196441232, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105.1731215901501, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.14785029194182, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.90949651966221, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 111.9997460428237, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.881738035978515, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.32283366227655, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 102.56862265750979, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.44937677777177, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 121.48289063227628, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.779452922218475, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.43184875972794, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.71964579275863, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 116.86411406814484, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.36445607883283, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99.48173552640827, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 90.82867163325022, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 103.27822597917005, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 96.28924304029485, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.59815085068428, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.18888681682004, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.59388717179117, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 111.80147105802531, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.02440417956876, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108.68198771496326, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 100.20899592991954, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 104.4146648424514, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.65087008004009, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.08063555896777, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 102.98650634792492, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.55372888574395, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.20965185614978, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.48369315072574, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 102.42661963076603, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.44643590792208, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.139990506259025, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99.04413470096023, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.06964665298688, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 112.39211371926092, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.11143137727133, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.41390744227013, tolerance: 0.04047628667863113
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105.57102005241484, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.59330534266388, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98.14967759222931, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 96.1702741101122, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 101.28003949575756, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98.96287565402814, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.9512510939355, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.46725449547735, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.97565926113475, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.202064082125034, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.40551946975702, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 119.0224343848701, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.87540540749195, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.1145966326221, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.493435834131915, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.16695366300186, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98.51161864393559, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 119.93737203846129, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.567494860795804, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.23420244991485, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 96.1419508189392, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.08116905561752, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.89725169766436, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.13601674525002, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 96.45324335400942, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.944014889320016, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 100.79838013041623, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.99767235498855, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.80436468762858, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108.98298007394979, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.985136021333616, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.57860402748628, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.10954790465837, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.32399251369971, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 153.21969418197742, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.06367062528369, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.57565617527312, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.59507876652648, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 90.0241454724668, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 113.14620804405784, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.01595586782294, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.124507699894664, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.66629074183534, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.304191926427933, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.55773861488977, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.17879416679276, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.79866402802461, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.82463786381055, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.007270963772456, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 111.85332487779579, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.186411332048166, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.19536598875482, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.880679403405594, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.28179050337246, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.162073220036646, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.71184440215646, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 113.71888434614732, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 92.4794797973241, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.28193870667862, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.9693812133644, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 117.03683174547521, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 104.3477626498979, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 134.6079268144793, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 109.65687006801083, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 107.15208144201802, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.289570782093264, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.570629401421144, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99.49178400733427, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 103.27306321474686, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.858358281016685, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 107.79469693625724, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 101.58071553684658, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.72378806007735, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.4200420293167, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.08105057867245, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.37555050376045, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.06468671606964, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 100.92523771320838, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.59705283293884, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 121.13840070823176, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.84929780206684, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.50533358546895, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.66637023603644, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.055099270470734, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 111.93939768592534, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.03745231476721, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 106.03030443073962, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.85063389247668, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.88814161402335, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.25685284880166, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 106.79684575612023, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.67671759910334, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.30181737888704, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 122.24628569419053, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.22630583228549, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.06253908676938, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 92.13532357137969, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.54448172286564, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.13344316905885, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.37384222605043, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 106.28277796968185, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.27847350142181, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.46392909464137, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 115.59491198143282, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 96.25536705646678, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 117.01818872617994, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 113.79405945901635, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.9649173486203, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.987147965537176, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 92.26594620460767, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.69016463341667, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 120.00717597270503, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.94469126319363, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95.94102494460284, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.86482143248642, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 104.2765513074346, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.56037861633919, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.183755484653005, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 100.72220312305308, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 111.30899078387222, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.58170732702717, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 122.12547735810247, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 113.58930424065977, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 110.82229767976294, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.51364577417169, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.01573182856154, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.464008463023546, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.13318715991723, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.31170085683326, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105.23269388244634, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.07663817437937, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.692928779427874, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 117.74123534838085, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.29762950215778, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.00783630748161, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 111.461056988541, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.19059168367721, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.96401640911982, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.06859053150652, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.81636142490396, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.79135630549216, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.27340707603956, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95.70831246900613, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 106.01923988447487, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.52122208104737, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.27506856172212, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.174388190153337, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.45036894610242, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.11591964237206, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.61849403851251, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.99081359791849, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.30184037316461, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.25994997117493, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.60104936076567, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 113.48634950223978, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.81906074444761, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 107.52208078310407, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.1729649748099, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.41263862667212, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99.9073965699281, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.11639518416612, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.23045343273711, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.22379094128865, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 106.63394478217899, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.72222934129992, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.32657817906724, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 100.99578685183148, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.98433884867215, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 102.38485740498804, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.86582484890977, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.991751743992609, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.15472310460214, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108.22287277138327, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.50041969263722, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.87306856654985, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.83742715195025, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.41800798295031, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.88155128831005, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.12308754963859, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.243589622322375, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.74158481881712, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 114.58867444751327, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.99517735637525, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 90.3936736664562, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.50454547432562, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.53087676435484, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.06766053182207, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.65429346741959, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.79137860720415, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.85974728843841, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.67789962312068, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.82813385116387, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.93000563776242, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.88576387202943, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.80673378737586, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.14848671439712, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.46331305553774, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 102.63205249884129, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.1298919775715035, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.123170942750434, tolerance: 0.04047628667863113
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 104.51194531162821, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.423991588373497, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94.94154510700054, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.18620599185766, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99.9134615379881, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98.49313417696027, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.07029974880967, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.065518885182584, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.13569747484358, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.496581320200605, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.85909921521903, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108.98587576862958, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.22708900537462, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.509313389088305, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.15444344994775, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.353407471766616, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.22779196171479, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 118.4891047413208, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.39946393669574, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.59120573406938, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.1113551597151, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.260414747444386, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.93067003066517, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.53712775430948, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.71933724153307, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.776865495959996, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.47608369151209, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.560094522099675, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.838649352571636, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 106.84155873505719, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.72639814349323, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.7088648305081, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98.32860653787013, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.107586762917435, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 158.6616536991112, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.08676926128173, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.06420317756367, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.80382278306344, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.7114960413752, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 109.3731952214624, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.39737557304696, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.598527824024856, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.33003955363583, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.237492512791306, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.81060595988657, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.28311378384656, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.96310928678809, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.22971895438789, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.29603133487839, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 103.3176480530458, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.06301673841694, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.01042056121108, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.853539353623887, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.98993682453474, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.59659506482251, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.93476680856253, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 103.81494087950213, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.46996110852659, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.99481900667938, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.59667793285494, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 118.32879616897041, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 96.11336157938482, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 114.70712168293403, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.49261909924415, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.66978085503797, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.1369955976415, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.99444889824767, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.22701204884203, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.41708481751336, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.299067557387474, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 102.75093368709649, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.21230277354174, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.77605564543808, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.345579446271415, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.17776726859078, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.34956420160542, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.37480832584478, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98.6513497779606, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.19143373878866, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 116.59270140548317, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.576870191153226, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.59399780502557, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.41746533112222, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.218071358217465, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 101.206176374255, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.26693069044924, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 101.09566971588347, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.34445185170941, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.80668204861274, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.62210620870644, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 96.2353416809332, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.12678382038733, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.38581289900918, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 101.31517814024195, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.97888663545894, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.74169979152961, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.7546925027479, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.1682693406912, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.001804022851, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.90810391513767, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.34987170693167, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.421074758328594, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.124766784603082, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.38977107493606, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.46393565050249, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108.24826278919093, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.42736161348653, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.53170780043774, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.2540564891189, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.55921684517186, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.32795230177183, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 115.4059592782599, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.44494370247333, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.17154051318242, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.750000803873974, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 102.99011538994162, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.11828260261188, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.823505822592736, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.61428784924847, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.405500117614, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.0930129184612, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 90.52819399235253, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.57443100047436, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.03324602568694, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.10429479365496, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.8091959585482, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.46074993182142, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.311950445064355, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.87609379583462, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98.85493257992775, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.04442707386822, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.54967041903478, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 90.95751197684797, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.73294754347603, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.81902160535107, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.85521962310358, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.123198153011714, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.2214162990814, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.26428923572749, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.83545310765396, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.59636500267936, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.188152929452684, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.37536044969215, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.60765729729607, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.51245130166048, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.789162444130916, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.878895056362012, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.50061316283698, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.57183730474463, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.47450136869381, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.410243772577161, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.46848255872827, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.21193907848732, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.00846250762243, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 100.6095227570429, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.4788788373698765, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 90.32008350682477, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.34357232142659, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.176104562757985, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.01190339461219, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.94006749125734, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.30600325099007, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.06468711839676, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 92.93648735794415, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.39777878328703, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7971736204135311, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.61669839456833, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.90206845779303, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.41374854672252, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.468947886058224, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.735520593583431, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.89047579564179, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.04281499719143, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.676274748054055, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.67718731354097, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.05394054434313, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.34261334922067, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.74420902131638, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.467693661294675, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.03741325172108, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.76443058122397, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 111.52673430427082, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.76499858216167, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.13946548670214, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.0021539639133, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.95734934241939, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.07138448563977, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.40173598957728, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.0882984865448, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.00147537778872, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.41459764479963, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.98110417650285, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.05835335167384, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.859977259124825, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.624128552060455, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.51484428078535, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.33478281323646, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.82813830496126, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.5428405237133234, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.051113559819754, tolerance: 0.04047628667863113
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 101.47398681139178, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.984705995018487, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.01946087172593, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.44885869492214, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 96.2618387187483, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 97.80606234318975, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.595348640135626, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.10841634200193, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.0462663868927, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.66602640808932, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.44033455072775, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.6109266126752, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.67148726998485, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.3201594838372, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.42921007947263, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.865124801644264, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.13810199524286, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 114.08403694741074, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.15254914883542, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.91021783865618, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.23369587154806, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.507792320517524, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.17339632467886, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.74745867920727, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.56136484424596, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.458821721107626, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.65131745766969, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.525829178694721, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.8366522776715, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 102.76405435413831, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.565873245651446, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.62692581052139, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99.62940949698957, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.33426730395938, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 155.24910897957102, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.12890765466614, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.074104397248334, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.45568447995332, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.9178549699608, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 100.02269219711363, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.3769348573137, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.21407752626135, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.274427204955046, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.747677294373034, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.65534561178796, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.77956064572965, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.66583864539682, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.30775202548512, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.53770968726674, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.1564395503772, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.41087920543045, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.06139970424792, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.373156105520536, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.9413476947247, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.81004934084139, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.77379441917435, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.98225203210379, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.3043936222235, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.965778579396812, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.68517559827905, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 116.89253814027019, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.94536215392375, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.96672224550957, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.13800014115682, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.00974502768463, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.16770164212312, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.56576311303721, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.06153829920663, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.7900254008363, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.97758283122954, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.77925147787413, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.05360401393163, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.68080357306731, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.7897651769011, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.147663396824726, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.90625323255496, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.931048106221894, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.80992732954148, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.08685081581238, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 102.61067720477783, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.53633068490883, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.75029766235039, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.42793435691404, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.55819433525697, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.5070986846379, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.13514156277391, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 92.90937851813825, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.167685678191475, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.8754595459023, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.62371443951679, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.28044819130398, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.76279966957915, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.15099279562834, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.95443288064972, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.664833735706324, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.81636900287313, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.68034176486411, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.76437607873686, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.76052746137697, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.40244192751736, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.55321004284133, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.34422015480649, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.954490626189255, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.00851909695132, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.117890710693, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 100.4852904552755, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.36730561327727, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.24137453109043, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.797919973436265, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.12363385880377, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.77564414750045, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 108.73753676013816, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.08490146196659, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.30000847136786, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.717080734824691, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 92.69639980313805, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.614022767032324, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.87515254830289, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.42930341182428, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.3493150851169, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.460276265009014, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.1476225163652, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.285974877097516, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.17851951381192, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.17308125708065, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.72063079347542, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.95850366682347, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.44925344953629, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.97621652452924, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.41939172715834, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.60948126237801, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.76387413392622, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 92.3623968797717, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.03432649038407, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.11117748583979, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.41947025877316, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.03701202484734, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.30989814878124, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.76736360802131, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.58566104279198, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.14643902599519, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.004382196773776, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.36198429236799, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.4269674941797, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.202321530191654, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.884078501501, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.9592392553760476, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.82891186572621, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.80561757982238, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.48883703395569, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.045216623421908, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.21645688597444, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.23962340958329, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.73737410474888, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.71773363398182, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.633590408944556, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.46420552043253, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.82387211363138, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.935890328927336, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.24469184864404, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.97768763808003, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.29981436361678, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.221778677424965, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.40837037245586, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.2018908644893, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.095396116006782, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.60428217584942, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.53898552101551, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.26200258039188, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.24426622483226, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.110442730618246, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.849090789929555, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.94524248432987, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.30421678311156, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.50063229647233, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.45451511704849, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.69007668106238, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.47317931451204, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.762518905908635, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.23788609566802, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.51927619189302, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 105.96164815425954, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.89917840572203, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.01459990603546, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.56961915328388, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.74075716070705, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.35898613108587, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.24845862370405, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.55380586967303, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.85098176906338, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.91713785036515, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.0822350920086, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.61833985406139, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.507526850575, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.58342099162189, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.79733542350246, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.66383614131374, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.17879879671436, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.670686066107919, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.8731081156378195, tolerance: 0.04047628667863113
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95.78707244062582, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7245980799060305, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.5373309415244, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.61061697409902, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.50229695771039, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95.52722645238202, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.90458784158933, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.81799099118841, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.59195146515502, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.60451846520135, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.92184766554718, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.28472995725798, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.69786396064369, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.67473554926735, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.0006660384585, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.169850315798136, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.11885629541263, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 102.61190775704932, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.01882275540082, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.57754461646365, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.3778616612073, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.752614203103334, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.917263093168884, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.34064092025274, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.70120369901694, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.743398138072564, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.8989055804879, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.079965534259202, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.96287086721284, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 92.84076548162366, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.1467644487318, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.2056241608532, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 100.53837575497815, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.47365036107571, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 148.70838991148287, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.7094259982554, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.13025719638236, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.4689448881466, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.0804445647369, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.858126911118, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.88373198671766, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.09653872023044, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.35189989938027, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.533289557096822, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.5280888625268, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.90401276275529, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.69853385403536, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.54408746710189, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.0140697741731, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.457335549166, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.441390946090593, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.18169692842065, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.513984107394208, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.2063515829452, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.780636303684275, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.56711752755838, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.23969590476277, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.16014995555075, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.997911012170476, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.6184169281217, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 112.98903451251539, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.4360237286744, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.70961163468715, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.55192758152171, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.57161053542515, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.35345751032564, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.739622443936526, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.1209096105332, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.35684435907343, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.337375558264938, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.06014670894128, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.56925980542827, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.02494743111279, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.855280234088724, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.79620425310718, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.18982603515462, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.54110255510429, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.27032410032837, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.51680327182861, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.84931481507286, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.55690988025113, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.16508674994404, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.07738645060027, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.16597548968602, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.57254908479105, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.476130078692904, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.66489918714748, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.59269003759664, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.03849346059547, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.77505545833591, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.84233468449423, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.48648324752715, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.65201491140229, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.35815090631965, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.276756070054105, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.5370519484142, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.914304324784695, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.643082488459115, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.49797774783232, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.502999528513328, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.3563070865149, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.220027589691767, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.422160163941754, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.31220671015147, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.49818589673542, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99.83117042415002, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.67850016267431, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.6312419704625, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.43873717664684, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.37994004713063, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.062145370793687, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.2534677346075, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.648881948756085, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.14220227271329, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.353364779983451, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.1553435053529, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.346730795856445, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.09388236733065, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.88710921577812, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.53381304548242, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.583381276186401, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 92.87228363452319, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.174255201905396, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.22237964855648, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.29112327566938, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.16617383498118, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.17460953295266, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.98261033516654, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.67789032691445, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.33450848929405, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.39153189588993, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.479982976357945, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.2135995554668, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.33854875504066, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.51308303767098, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 91.07417128612435, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.722852895856605, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.08967918015432, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.14303830093768, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.1445626149856, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.71177953112405, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.502297944298192, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.60784159608295, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.81189158294988, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.9453253629526, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.697181078378144, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9958981866610657, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.46075315235119, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.47072956524417, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.57897543277457, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.506484424310656, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.83178513262612, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.8430428655573, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.64043728520568, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 92.67855117766965, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.76092549524762, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.71747962103748, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.9528981984962, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.34376831654578, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.230686906595366, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.548907040850224, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.402690312210126, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.9499247607052155, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.95391101322105, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.95295051728385, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4408876663484307, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.70760560892157, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.608358073787386, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.57784326347391, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.04891203055463, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0854895905747526, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.35985825158399, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.16231825370072, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.760180028016165, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.47560125112672, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.30500230592696, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.3101371099654, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.23571567545844, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.07917967565193, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.97372214283905, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.096671941715428, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95.34319384868621, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.99364680152834, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.16634669909496, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.35399460273928, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.25017562774948, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.272933795020634, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.47418444745058, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.33757650590786, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.344223391471544, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.76526141299003, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.29132260352604, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.3968091791428, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.07155233097767, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.70058150562423, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.14150451222247, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.92017909413049, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.27040994456587, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.344215667976158, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2347071913101502, tolerance: 0.04047628667863113
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.58642453727845, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6451822703389496, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.00060480869668, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.7336186335527, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.21817286842415, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.57941696872683, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.14364984068039, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.65442325059119, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.55797913963337, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.59215850840567, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.73997297746956, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.27922169831544, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.41712598399252, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.85708982855597, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.3902142915261, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.811452581025364, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.043789744440005, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.45672421699564, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.951730422333924, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.5740056405595, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.29373401209084, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.463636603488908, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.627547878919728, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.67324654898672, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.38772461458653, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.294387626805957, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.1129858934086, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.780941188335646, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.44020044027054, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.73742566286734, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.29265347580909, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.434489495102156, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 100.64544366944806, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.98370790223817, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 137.21701813370652, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.79562656904571, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.84014274940891, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.90689831829732, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.25431433383963, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.43100248137536, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.69453448072453, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.21973960203163, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.56371717203184, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7363006224325943, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.8314535976305, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.88140480998275, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.05952011381606, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.92439748493823, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.88350203633958, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.48819952498266, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.104011844828847, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.68056918329096, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.730950117632574, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.89193881859345, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.618242347562756, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.42128475277012, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.74295554121605, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.21412795168368, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.302458976487003, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.77615395733076, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 104.693227598265, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.3508332303401, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.8901093054003, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.670226062096475, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.37777661866771, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.72879653193705, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.48526918647424, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.14018022312791, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.57370174635103, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.841037084514369, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.27700806600075, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.03879401547528, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.6667108958786, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.682699748722484, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.23355379893556, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.12083958859466, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.97708565229773, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.39434676338317, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.527999326846555, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.19184909331487, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.40422212675503, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.43330127082797, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.0865858118417, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.452578637697826, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.93957763614523, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.708256334263226, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.28567170878927, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.36701523214519, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.23454896203188, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.723344422875215, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7302091793278294, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.42121929419115, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.027218598222731, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.52553133694768, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.81940593259101, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.94034969684617, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.667561438977202, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.91412517460615, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.082344503123409, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.351001123628009, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.218954670628975, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.279538702206338, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.3396850991870792, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.70066369556488, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.99455879793558, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99.55789401381847, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.63341995545599, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.409538417995506, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.208403673538385, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.81759339814064, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.570955414378886, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.72383966943976, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.197556745866876, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.6446365196116, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.734409283478442, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.1097178769642, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.251788375452321, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.598858536346086, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.50631110424015, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.4073525317842, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.96296591233272, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 96.48515868083976, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.20728697819547, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.42695009738722, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.82191069214394, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.882480262346604, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.51898267951715, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.77134000470649, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.375213328539218, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.7478486735317, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.44645646507699, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.72405205552933, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94.49706930481318, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.14710890119531, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.05661160290765, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94.52264593945067, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.414578296751841, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.35423430053733, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.7748310700139, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.24921443454012, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.30074231387742, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.978353041562741, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.91664148881162, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.85279749617914, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.21936544383286, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.03154915987143, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2844879659726587, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.79192079548444, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.79110975444354, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.74463261479903, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.541396444366029, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.65651245704434, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.3117552326799, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.67150433799153, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.11818278017937, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.114572475269, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.33928025467145, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.66637429491425, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.23018337719598, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.127437972628258, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.64074172111711, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.265203188497225, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.759640205815344, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.2744979109955, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.067209553312495, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.27397914648923916, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.475544725637434, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.908451339536256, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.45372428196009, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.11461267816773, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8758215787989911, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.72160863261837, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.82737654609758, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.992245205058708, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.77198683630523, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.92622633483606, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.55955435419447, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.770731166128584, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.00831184326375, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.4799185189074, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.6122681338967624, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.37717410276687, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.1406577557203, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.70448319473778, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.5255352590103, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.22513531313422, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.159457081810274, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.2968743581646, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.52798417078036, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.368259496933689, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.734153079953714, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.897578048695465, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.93730277797943, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.49674582223022, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.990576307905, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.95308362660617, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.38932223548497, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.4074652058069, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7387512147158191, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9243034348366734, tolerance: 0.04047628667863113
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.98171758425624, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0365644891096792, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.35296248773702, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.2857786097961, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.19685633877121, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.449916427461, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.93637913616354, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.04901493520825, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.93397909308871, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.02079904029719, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.64012987011908, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.84443469595422, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.53395559889229, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.81222566284251, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.65470066102903, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.886523006858752, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.005677106182588, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.0536275863902, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.455103265484723, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.2557769762868, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.24537025781608, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.88425717962258, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.823483921907155, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.708224394335275, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.268502726385549, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.188688606843641, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.452939945721, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.47838380606288, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.294934284368452, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.96711150062976, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.659443460021805, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.199339772251449, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 102.10664345513418, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.1043522457988, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 115.37683306233194, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.36743275746133, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.257236394218523, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.65645703506365, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.29110603825363, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.86826163556606, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.94815228754173, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.56860247094891, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.91233313317957, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.30467358496142083, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.36786612443359, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.80108351700018, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.75124795711342, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.442865326711036, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.429058779221805, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.55682072392989, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1893210075920706, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.93374166307704, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0057142301373574, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.09758130520457, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.697480170599334, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.499846425190242, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.53666496039189, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.46215830508899, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.622444331443802, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.20718571612173, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 100.1610836904629, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.07324365003416, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.014591008734726, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.811686195564278, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.75317320174332, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.316599532066625, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.931103228882705, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.54333631022978, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.374052474233906, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.732783446847833, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.34868130470443, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.11892586280183, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.10570547632162, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.504820623510511, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.808971808582925, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.69693591484342, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.931114120521045, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.227373499702, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.390566425966654, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.352171861850536, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.219880470093884, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.63562452013258, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.67728766023524, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.698033096189704, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.54342754209573, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.28037262823934, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.44010777291524, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.49686033928241, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.08484351309144, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.61735682022254, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.869337676744124, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.71644195441337, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.120609379724556, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.47805359580241, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.850785031151716, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.81531030365012, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.328464488834442, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.46230073213765, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.38373672162578, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7484369586271669, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.45790705133703, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.8058867589998044, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9916326752792486, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.90513951943836, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.94743905761393, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 98.84771090727645, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.28229567511828, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.70103657572443, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.128693154377615, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.49638873515175, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0135105537572144, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.50531663783357, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.358505695339659, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.82671963235994, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.630614656385262, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.019350852551355, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6022211018891994, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.527322453645098, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.28698340079532, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.492646744379044, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.054721166598199, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95.3530524507786, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.03587998574118, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.55276545065698, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.25573651432119, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.690889012056644, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.33988148569608, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.45682392002128, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0877203989135182, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.6645180061083, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.81203590258961, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.67229823519084, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94.88935202318885, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.13754127094003, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.606197740011154, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94.38416620169997, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.758890891528637, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.6484004642474, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.71869672399518, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.72273272825555, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.81844116400442, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0884523705346396, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.2731460988892, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.08398736546638, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.70345843656297, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.740413016079742, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7137410793285426, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.29105696141971, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.51830574050062, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.99036743529338, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.845095953530347, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.72180387512813, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.9277243744383, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.34440665975112, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94.77951111999684, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4872955237814836, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.23919855081998, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.6569534809353, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.32047195056015, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.645990599336727, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.09438918046325, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.698248165150346, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.800865071102038, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.4415533237453, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.40405643471135, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.368896971934447, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.7947646116905673, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.451274376673808, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.48932369936982, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.210056220247537, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3726108832500188, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.20020289243746, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.5524550781447, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.570385177364017, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.58969159432333, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.57405961167069, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.25602222669553, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.459804324157346, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.35022556413687, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.90994951720305, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.056120091227683, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.80931872511357, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.57792867143723, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.66496031885772, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.7985489675122, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.768751327570868, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.968197713838407, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.187897354481606, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.31329874528399, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.83301718593151, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.246430073352343, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.325469750620613, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.36221138599001, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.59829326382467, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.548849157689006, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.37570652940289, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.25821006457073, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.626975987815882, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.22051483330650967, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1195791012394238, tolerance: 0.04047628667863113
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.99079204007579, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5855462798166116, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.93035586249417, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.2468302190858, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.63371016074774, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.82576010357744, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.94101053565167, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.206056166185775, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.71505287778922, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.10017144724617, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.24051795079541, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.212775326496995, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.0463882046616, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.90234111711837, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.11480896030412, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.292622472721462, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.256503379279764, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.09960253771726, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.508618174951579, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.40688389804303, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.769221585196476, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4827689443006307, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0049312820060834, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.83482607593875, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.726147975882611, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.39333634910858, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.9638424760564135, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.26311138666847, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.734331380503079, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.71446082279107, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.2536895176102973, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.935867264928788, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 101.26609693769058, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.224105062333706, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 112.7861419348692, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.922011391501542, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.021494391746188, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.72764000113591, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.839421658445616, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.91124006686746, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.580527329527897, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.78779893890859, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.847009145876655, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12954296046973468, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.766120149039523, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.84901359145141, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.77633598018999, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.06101000226565, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.93782785934286, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.9846394003093, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3932228961905935, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.4670837190861, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4013811068952862, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.76544202773282, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.790497803462273, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.639600559043885, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.99809920132954, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.35699218837192, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4781443856743692, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.94419399587298, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 101.24907005281318, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.78347241748364, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.439829332354293, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.838204066241246, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.21160764823466, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.13201340235524, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.240798748022854, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.6103502226138, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.876252456475669, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.665987960402674, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.95464473867807, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.94451646251656, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.384352276153933, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.20147070110633, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.033349606942465, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.909197242498905, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.192153795459745, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.69052655291387, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.086422584748561, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.114691655396285, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.667858767633561, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.158739339068575, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.30569416205273, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.296276643343276, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.37998243339203, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.21023081790605, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.91365232199863, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.24183400964517, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.31399054223283, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.94084932949107, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.785227241268387, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.01898180525924, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.768303674894952, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.327086586954067, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.527508046568073, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.52048126668102, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.473397358871892, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.29965780909551, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.596652208442066, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1310244150174356, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.07362354734951, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.8545495480829004, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2873441463853226, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.298576769602505, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.0330234982412, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.29649541202544, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.01812429066615, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.729325773801662, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.756884708075724, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.55959702945512, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.354462726910242, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.28238135121936, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.278118831421537, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.58556260741364, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8701396854954169, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.684232077025001, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.331590688926724, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6790547784095224, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.32013434019896, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.660365841238502, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7557709814100235, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95.80301125920623, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.89699456554892, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.51621143706319, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.74647034251376, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.5061604904366, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.999452202720803, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.844790326439394, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.29598975758006, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.95734328915633, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.51383000607363, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.977744761292854, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94.41368117076767, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.04652665554825, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.961190882496282, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94.67226861200211, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.77015678169343, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.01998371674416, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.811832027586462, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.514643994936336, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.016974744149607, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.112407971706574, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.154437240775678, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.41336777603594, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.457023842847505, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.192188141082113, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.22057412990380953, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.315388261388279, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.28250075943782, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.04909586667588, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.022335499608914, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.04894701316364, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.033392908827693, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.741848302783495, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94.65908596273954, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0071461576436889, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.4306675589344, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.321032273362789, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.62605752687188, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.155827573047077, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.183103043555064, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0993554555768412, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.027228323804167, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.89135107130417, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.005632899452138, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.80228807401636, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.302552514422814, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.741983515875859, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.30623838839014, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.378279261034777, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.932765687375053, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.30488828529246, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.009711391228535, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.66040769131381, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.19468759773588, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.06409361046286, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.49822375812488, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.16405602625122, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.36227899384998, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4022731347946262, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.89257553927331, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.30707820114426, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.820882655446752, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.07854789598386, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.505932336735157, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.25732033025173, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.939129915959398, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.390253222538547, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3090762336403543, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.261805495249519, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.864978060406457, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.69013195813736, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.78880520809446, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.79881977934495, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.713828580958875, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.75371400568909, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.340586659913043, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.723186655613091, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7393457520738309, tolerance: 0.04047628667863113
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.27924007464917, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.21906148956321658, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.01589295504704, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.99311691785074, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.66876724581991, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.5973473652532, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.507180063909885, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.1555133898717, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.89863614169833, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.95831368804271, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.8854576509272, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.417617362512601, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.95398128573649, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.678013449318911, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.09907832555942, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.91035405249653, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.403557282359174, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.06189165221707, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.8739732949951815, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.87205982551849, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.937073111447972, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4734539314016786, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2997515694114838, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.268764331236753, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.041748047120677, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.51625308212283, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.92191073909953, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7486392475187245, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.652526526195857, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.85237201924431, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6370865631627964, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.357527944388238, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 92.98722316025783, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.23220703414411, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 113.5656600087179, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.02543662178968, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.813698144848075, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.1293317080483, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.001839102045466, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.58614742459038, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.114114116139376, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.464891407123673, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.78918631436349, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.840486241091412, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.374559310989355, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.819222776656844, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.136987318923104, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.886248269447435, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.1661990360766197, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.27044111862273, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9565292206908396, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.48649520011614, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9286902005021318, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.761384286265013, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.831267470636476, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.803908483709904, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.90271267405821, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.215652499770954, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.621558644917144, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.57800595241385, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 101.98173483414968, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.19833514748586, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.96648576912196, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.53896006681569, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.79728596558964, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.97628575179234, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.250809700585137, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.38931255990528, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.15917760173545, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.9143937099319714, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.74169326116353, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.76875269183759, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.198740026806547, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.9566592810217, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0280898120574307, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.494628925845063, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.945952770581357, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.0905336895567, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.432254366542651, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.289840131887615, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4859126331229504, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.47952607350831, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.360022344870885, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.36026979306547, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.332698595344453, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.27577311453034, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.19371355304621, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.75920450954379, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.736245324166532, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.23315194752976, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.884320169366475, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.48491211857804, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.9666735660256336, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.987500777504891, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.106943132849608, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.333927810568554, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.138479601828465, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.434733723089714, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.8338256864411733, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8255954102102976, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.6091689814845, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1305286058517083, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7459062636494309, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.665567099279883, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.81490300275581, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.49335765486883, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.11761104402568, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.564704489624745, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.98935693691577, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.89170699915086, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8262133511452134, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 90.43933664069587, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.8234822120360263, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.902642953113, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2730909096317475, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.443583198955139, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.896641809117341, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.032861949898887, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.66440818807483, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.313535923964622, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.029339525570066, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 95.1790026542603, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.48357271292093, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.09765627095038, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.75722495999463, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.031069350230212, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.240504062379173, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.620054566064113, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.380911930689166, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.42517990055282, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.95254360396376, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.053803038564666, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.08724931559078, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.18016607113762, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.640349661591102, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.78633528351443, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3278055851516797, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.431298628259086, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.81123338147907, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.543463517837, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.40251195004639, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5159778176707164, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.908800422411133, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.06054886155975, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.2822622208827, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.356589740976744, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8159862591574552, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.497921058872976, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.58952923945276, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.85352509033434, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0848806954983274, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.65282069912426, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.173450724574593, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.194311417138124, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.64137831475443, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5936898167046252, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.92434425063863, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.127660478158703, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.177799963702014, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.672273667564525, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.524603985345408, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3495423778353484, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.131708265646125, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.63904727121425, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.7305227753779775, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.141771961155428, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.118902891462994, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.9161072422176915, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.706322115999512, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0665115955334272, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.499814462156138, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.855361044548744, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.15193097646103, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.86685116275413, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.042456481817666, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.28076331221918, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.343057851339694, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.243854832900524, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.847432755089628, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.34406376768268, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0876424674320617, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.51302751673629, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.3282311591546, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.247376518513477, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.17943918062242, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.913732342423458, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5529835318828304, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.19032578525946, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.439773073899886, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.89003199577283, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.60880978459349, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.676141209259697, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.81109850583132, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.421840117954204, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.453298239189834, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.977406452038139, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.693982865281498, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.565735447474452, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.227872006045118, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4164986250569882, tolerance: 0.04047628667863113
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.12593506053375, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.131327409587243, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.66983957157473, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.87797000599875, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.45928386065388, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.11061592293285, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.373561934929427, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.560001568005177, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.4832567845182, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.6876904977974, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.73909102495012, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.954437690715253, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.425265383678365, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.825971524795449, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.687625427308106, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.26244984390587, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.258033223601416, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.18263772431625, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.360929754901946, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.3864413157722, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.915132781724225, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7405268655405166, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7852938022563762, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.15833530722881, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.08235539156351, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.3074129526940226, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.090929238471318, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.027521363260149, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.354016766115905, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.04887723118071, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1361526158255515, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.862635297384543, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.24226716777432, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.15599984219159, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 113.88955846913852, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.04160900057775, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.151850219937586, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.39102429889768, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.756572867407101, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.71352122211485, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.158161789857957, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.21158974480113, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.567675761987275, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.392993013430015, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.050172907028156, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.490025824510752, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.67481317012361, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.579692950324244, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4755094211127187, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.234170557591852, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.043741694262337, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.79599789615217, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5249672989406236, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.981568102491082, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8923710453225908, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.272551651544404, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.672021967408057, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.94713552266839, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.962242603822375, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.24602074720104, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 102.09484202424133, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.67903917160726, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.35154604480141, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.622920464739707, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.54038076276315, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.31803789284211, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.36152319727654, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.63969185837541, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.338460767086076, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.144869777459661, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.63312703243179, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.44547375324089, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.197058652568785, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.953648698536483, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.116273215193587, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.74743389235836, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.423213110723964, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.71268869740808, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.816548775568236, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.35811702505606, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.058372777828879, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.66373761846313, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.40050743686595, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3383074871374845, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.674733760163122, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.195742456909926, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.7191475300739, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.50758518345772, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.870086088451984, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.151261412199688, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.399120441190973, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.63714259580139, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3140134504145635, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.819616938248686, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.108454498947594, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.45619516077119, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.3142881223568, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.873616669021075, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.387241140801194, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7478468722037235, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.296382613560155, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5142242794267986, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29075666664579103, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.270778393658901, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.128988078562259, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.98207977321758, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.684460323684817, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.471424843775054, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.56757115574491, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.544542861783285, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.348922231705842, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.39064275102726, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9078082778009389, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.76603309282412, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7599833004430252, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.123520741112657, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6122797379584597, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4957457498820759, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.33082442442436, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.742680724048398, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4459621422516307, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.00259133068546, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.46982906041336, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.218290676191003, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.87211448830932, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.624758877566165, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.160791185148497, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.628431505628242, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.606267133933017, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.18355883959387, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.84936900018374, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.133530034149004, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 89.37055812327037, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.584059001024002, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.762981554274205, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.484144115464943, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0991416440767239, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.338530068608208, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.228964247970794, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.487761365764044, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.85659850042225, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0257015935995355, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.09380440640848, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.03358914431499, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.296793323568352, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.5442167493105217, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.591281796801155, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.9704487865758153, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.580765703583381, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.781107910113946, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.350586999153961, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.47675115824046, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.768679502514345, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.91638141167368, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.8974861465732, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.21650156827843148, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.72832479992874, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.910922101658826, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.395449838558207, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.434213184699729, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7737822632774964, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7541840444477543, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.094743273797121, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.69589826271621, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.145991835019203, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.21711064561083, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.406364696647586, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.609109645939924, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.93444846910822, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8541359794208176, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.80291789193845, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.1293977745950485, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.21262539538347, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.9581365522047065, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.793698550421823, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.347636375432415, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.12918096369097, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.01727164750747, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.65404541789127, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.26667223464044, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.910087587267725, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 94.47288533033061, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.64306528964582, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.43449761503058, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.779578733018695, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.14710508234532, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0510655090157854, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.2287323150875125, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.67942919098664, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6789784890683279, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.6791195391226665, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.664086973465174, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.56803223507012, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.73248191067802, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.58942128180588, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.13903095184395, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.251437377344956, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.40181141106234, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.954616408652129, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11394823692833711, tolerance: 0.04047628667863113
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.59946293326253, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.241809343224276, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.86389540030888, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.452691407135006, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.20836995970055, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.31084199571407, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.593433794151053, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.4086005316218, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.86785911584197, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.79183230457939, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.480993360392134, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.223955401008595, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.32031979193195, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.790153260012374, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.14471348289443, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.529964959868721, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.720517795006117, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.59104372999113, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6606094255236599, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.719981863446804, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.562107934924654, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1285211081553257, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3481747099741028, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.304426823491127, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.2525223562861356, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6383176566265263, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.044651654507049, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4919313871089912, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.97566806737683, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.78749311272952, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6938651194950012, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.026519403676588, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.27304528219135, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.327439960497642, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 113.56771110022987, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.14216435398032, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.2547404196540413, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.184946311789886, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6254608899473624, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.6984916262289, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.703549240121106, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.481606301841865, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.29177638206653, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.351725653106953, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.023781111526148, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.64699557253593, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.026276064531906, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.669842344066794, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9127508155342525, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.290520123225036, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.799992167628886, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.46867618870718, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.15941039907752952, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.876823385237941, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.279471643152874, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.977990005074588, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.539525476616973, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.539156640979371, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.413727716906294, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.92653079282721, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 103.959896402754, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.26504098933056, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.463740716511154, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.8672368429273547, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.71007155042564, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.06747417893801, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8073067092087456, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.70808311340036, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.942838479021134, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.5162011787078598, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.66548107845301, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.36185078627102, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.317285277992596, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.979882664781343, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5475933687017402, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.376492642149202, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.329062637329201, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.86828253239821, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.572543889500452, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.441372905137968, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.57516870907358, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7996723773421195, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.067534227609883, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.014131708835976, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.094116643311622, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.13543461388571, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.88560382972943, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.616619597328906, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.6521219616225267, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.649330484623789, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.049748272070673, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.189014635662616, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.748776674263837, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.871201943703937, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.769465010852116, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.6166143267718, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.307567228072571, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.944585746691146, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1619077905104405, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6883437808064343, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.302601255783173, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9631343102997505, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8849679624106557, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.451092333051861, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.487355213021601, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.477380221746955, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.777088530561088, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6581906532336745, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.006142922908026, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.55452077567847, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9014607758203113, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.177284986955655, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3521616530672418, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.1675948416237, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29381641888275567, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.97549664130895, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4346771158211595, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.023493694376839, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.60265052996812, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.543230062457837, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9525940207640247, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.10994849529035, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.0148486878781, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.491483497519795, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.884986353467085, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.225903896720524, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.322012430155524, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.761074630550752, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.668322847650586, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.797953897627792, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.88665194732053, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.716436525760798, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.72749571145832, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.08052532263534, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9505960773945787, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.833267101306006, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.949001025229478, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.465461291569625, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.585153770730102, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.691816858015187, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.466103377838635, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5917558487670931, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.402791689223392, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.52656082447902, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.054179034614833, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.118318577733419, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.417844929273969, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0265373414499948, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.353635585635516, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.368937234107534, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.743207192850548, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.929409817147814, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.821583661324581, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.783531558155715, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.669468791003595, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9884846314076015, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.01955577651074, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.62719037811712, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.61864772664279, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.511623366064043, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8606561046471484, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2269444362778472, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4576041139231677, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.95660034702556, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.881769461597742, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.22107754227727, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.184148349104078, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.9348177494831305, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.126172446720943, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3832916804837794, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.660984204691573, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.41744448181538, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.04992483353405, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.0435259738669345, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.952532399083708, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.562880310684648, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.78302299570268, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.613887529785643, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.082799577450047, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.48891908441723, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7821475193930496, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.28732512854711, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.55979103951384, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.927485884666737, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.47669608573608, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.1161779557074283, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6833517832869518, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.127932489671224, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.311083784512476, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5751520342950585, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.8268995747063457, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.378977701344127, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.067900972337497, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.219845424590574, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.09362868203732, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.210163762983882, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.39421984815695, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.988746750771895, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.885078732531554, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8014841343708383, tolerance: 0.04047628667863113
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.82917735776867, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.76459584441892, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.742607540595543, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.3363395237798, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.87008531177338, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.804603257318774, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.181199188913368, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.772579842049765, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.48328170631577, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.6066429795707, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.01306473012663, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.057465490667653, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.95312351979594, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.116908829023345, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.038540400926166, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.231563709852253, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.9889759565122347, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.87509007414701, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.491191113839477, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.51212187284989, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.340455569144524, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.596610915475992, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08877498395565908, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.314513796978787, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.5669851625346496, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.085995305072686, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.1583094128304197, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0434264417143595, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0683490505434463, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.990739003352616, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2904648384543975, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.3617120988033378, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.86598437260048, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.502432110719923, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 115.39215921253114, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.454435582367779, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6061679006941176, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.237606689449024, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9121488126410213, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.413629369496533, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.8337957086313, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.95775882398219, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.904996922866445, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.550160337670846, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.729977463446971, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.998096091781633, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.579278454139484, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.046846710219484, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3849125542860747, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.33116439640773, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.560041871632706, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.83155489447745, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8307348149272968, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.583527432353122, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7828030975969114, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3070390432154397, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.9163804034278087, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.25551270467119, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9348615717112807, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.163834048573676, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 103.87009437749727, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.16134223555031, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4969104335814905, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.7516487129863663, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.821315311712226, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.322689489772017, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.39553349647885, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.5030217661230836, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9627316954599792, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.64337990070669, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.6094724604645307, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.542173302816764, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.2627933954949526, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0769213874824288, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.589837025222096, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.796245080163601, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.29057502759808, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.802804066904429, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.6592206388261275, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1293331107336542, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0555375074785047, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0022248475411573, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.28958415202436, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.885221325573667, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.18082784838724, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.90892735754713, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.511797076832806, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.717982202698778, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.426774249068188, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.299676390087825, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.147407197626933, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.23820790292649, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.361119360329837, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.422496848744771, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.04058760999291, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.870695456844999, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.01813688651821, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.047510775386911, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.665564517966999, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.482380209420143, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4503237133688742, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.185269220619489, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.225365303198771, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.753991186249323, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.225230805042031, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.466565555282898, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0115771778789906, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.99771961861414, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.666749332535375, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.47114500212524035, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.347709441632844, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8826778468556711, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.10154565832448, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0446644836742394, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.760849703125757, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.621988993331115, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5873427492519454, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 90.40635218619505, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.98709279905637, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5164935148977463, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.79775799712141, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.607641738230143, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.850219977098845, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.656173553248436, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.00983704330406, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.501503303339575, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.330063550533879, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.31589838708706, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.879255093802556, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.56062034756592, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.903153532274104, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.99404101697721, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.806329891562314, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4827256407176606, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.752782725849272, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8390407285883157, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.25140328417325, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.508932017467032, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.988685117871057, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.498527405508355, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.22225162434617118, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.999064768891486, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.94269783311495, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.295505874905018, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5040015647049927, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.73466633888387, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7019599173470112, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.567992180122559, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.478421793636755, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2220461961225055, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.49748430864446, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.715492199881396, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.296354553488726, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.89426788624641, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.01149365191597, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.29221714408774, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.562000875281285, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.621858239433664, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.811731680614571, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4105840275767036, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7437061873555422, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9298502139691038, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.72675314277819, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.033181673211715, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.36756808847164, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.432657474934132, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.363992427327929, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.240832755131862, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1141783383614552, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.734330506103845, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.863614826620676, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.838551271508948, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.407679637280154, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.1549437552239397, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.79783623276785, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.280352799599797, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4940017965638788, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.412179353833409, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.15586856720864, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.918004936507259, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.56197352988892, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.00896196685554, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.5209354748670307, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.91726114727538, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4002792570935867, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5699858011719812, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8756654385214802, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.3776027842109215, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4885488008487755, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.2311255156278094, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.338047867507441, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.06218627997677, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.21663588620842, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.50232846991635, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6390070900220906, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.528739583525436, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3509249878212017, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.932617835273675, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.87063720236074, tolerance: 0.04047628667863113
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.8754789458562, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.79323282669668, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.3877665897721, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.441668981236745, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.747067115944134, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.897476101847531, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.418368413251812, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.507086059955498, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.684966824337565, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.10898349070735, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.386037564288415, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.470211172058612, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.76418984151786, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.7040207580111257, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.12962237328256, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3395642500788654, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4063014477729894, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.827178424601385, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.63364744307799, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.820740831932085, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.5964203826000016, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11888011767888429, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.802136274021819, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3656115813181486, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9613007021252429, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6032756839115336, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4895425421114226, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6457659657514512, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4315760294228994, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.71202696662036, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.19141853986243973, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.784831119821831, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.775004770793345, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.466399858498079, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 93.32717971258592, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.924727013634481, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0519511860028388, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.95166732479919, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4004225468125355, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.172390963585713, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.088599260309593, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.938166350637985, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.921996982324941, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.066713210727443, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.7109022439795467, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.699905323003122, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.82198859346728, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.620673457219624, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8733658780434723, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.44850333973656, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.405204044444886, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.349228130966964, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.3977205734483675, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.195862148244601, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.34536735480844527, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.766625150335699, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.8583223678863874, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.297432348668139, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4978998516015736, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.29882101726085, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 101.7671301749887, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.380045286521806, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.779706807410662, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0895199421962047, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.78731560872163, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.468989543674255, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1396359384844743, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.71450639981343, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.780890976543219, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4559831481120682, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.787783654852518, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0014700908047303, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.806366093211096, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7152140804518865, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6606723150843266, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.245889145739284, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.847667773711265, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.812707858403215, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.62899411996122, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.8085025338966716, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6980734268683477, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9786808094210642, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.9005627150277746, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.031711467708277, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.651193916999318, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.513322724092248, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.08483546099188, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.97534746544403, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1620015648945525, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.016903280748409, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7832238769588002, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.971885502853894, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.760494128692585, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.772571649153065, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.578354707909483, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.503380534386395, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.035001288150198, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.143989772414415, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.417114238974875, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.300987290042372, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.265020149114093, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18549495638296776, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.913146814201554, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.51421564597797, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.62388147542606, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.181588097806667, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.191028712269713, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4519289252061753, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.236730129149308, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.10197821095599, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08594242790564977, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.07857123995734, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4487173372045561, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.56363490594073, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.043668925364102, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.347802521552325, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.80138376176427, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1673403657965764, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.24650925158498, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.206510873263312, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11492408969328949, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.04092915598633, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.023575050100874, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.464859898609745, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.25041326347193, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.640306249993387, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.503334342556457, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9190806842809707, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.266363016091077, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.808620346293367, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.28658611583768, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.059028400517434, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.506251236478647, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.966410769283243, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0832061336118954, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.9077691227084, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.722284005417606, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.526168173300505, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.63095288018053, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.26782630834731, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.357531332066031, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6002997318845473, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.062162126085809, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.53925952696139, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.786813363473982, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0484774974992774, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.46002240691297, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3994996103211292, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.854847461749614, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.2684099612639, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7590627985518381, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.636953292429126, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.41426424279345, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.668153126772125, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.125821989287886, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.310357071229319, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.732099415145754, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.745409122093832, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.191518853951777, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.995070578457103, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2528918472640953, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2898367725947537, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.466998864727799, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.342685744690186, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4614501437397394, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.831838816023094, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.5061322919811744, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8457654484646469, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.68923654942796, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9304769448516197, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.05653748077745, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3821037553248914, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.564216013157903, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.873026498282428, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.234127269437693, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.126627311565187, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.391475716183493, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.8261016958379344, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.33801008612194, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.21757840072175, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.434089436834228, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.15355192529034, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.45819393342133, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.74873452255315, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.29204126894368, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7920793787826028, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.45471534203528563, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6923234881140843, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.5735379344977503, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.5491390482013685, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.714960286448985, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.441995339810717, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.399973082159846, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.65235464523846, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.020184324145475, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8542227775424465, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.588099295513274, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8444263885566556, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.202140058947094, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.060601282488904, tolerance: 0.04047628667863113
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.468216428494486, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.163379541798747, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.040949661121488, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.94978033230609, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.029722167570043, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.905254455822785, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.36349377138106, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.4815749836670875, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.48608714244101, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.219888530430694, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.568549470000804, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.444454558380073, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.23221258438305, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.9455213321898555, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.2878335587732, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3760440307656836, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.906880800818385, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.09960109554845, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.639231800635855, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.517884694310254, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9935871218259535, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3067993537644895, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.012613085272392, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8808609475621552, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4090278076521372, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.166695634054662, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.898492675403702, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2761868570908348, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.891270178082749, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.825467000265746, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.115593126590454, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.266435764000363, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.334339192177254, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.977800052911448, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.01506208567426, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4735589498556863, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5540720479501147, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.795455544432684, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9630983871238641, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.5452011367761997, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.541683924392629, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.558758324319967, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.966272620706434, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.013006884985927, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.1013438150307593, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.36391267524425, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.36056876204938, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.9813486510128655, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.507379777016638, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.9295254525410996, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.50473742030853, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.286652241512144, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.076000742230008, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4874833952188737, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.13115907156958428, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2836268929969492, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.2610955995772883, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.67918707802292, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08290693721897924, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.02354393144026, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 99.46254629508002, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.226727563615896, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2098979038334505, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.523416080762786, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.837252448814723, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.98206587934918, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.272401145030557, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2272959293511576, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9774331907810279, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.499664524651678, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4590112435880087, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.167997263208946, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.247400646740516, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.27762638948388485, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.161555098864341, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.437737286690265, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.51542640123256, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.92756833481971, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.062491637639539, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5510063284171736, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.781172154437911, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.5490955609099615, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.18614848343617, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.893635596810441, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.644074662920232, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.551623042444646, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.570928220636432, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7029441493603201, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.996619337460743, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3712559353635925, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.97971116309003, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3002645642858113, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.9893229950829436, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.93124952794517, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.63925194663831, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.663975094087391, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.906416913969245, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.34042082420794, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.629181152737829, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.48841596383457, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.9330455976642895, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.29295162885765, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9329532165922387, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0124302098223836, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.296150572795227, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.28959555246297, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9492429444719619, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.25422462612724, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.997210921613515, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4841832817917293, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.72990148040438, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.22191196635074562, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.32387376536691, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.639658130862927, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.395976735698753, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.489151121006358, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8196993657340386, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.30435511066158, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.576448280780312, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.2372997157862926, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.64853134291096, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.30770795296678, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.216598234925613, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.49350892060866, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.17579769300238, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.189081823158105, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4900300986773232, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.5659304414927817, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.8719660624556695, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.18348461975022, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.808524666755034, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.331101156936427, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.84222783352655, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7061617344749891, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.136076967181992, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.038594953787367, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.170883591415787, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.956954269934215, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.172073497853859, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.757263706083023, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.833939283455976, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.376473218285696, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.29251178799365, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3233007032610544, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6507385812695077, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.63590514778363, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1842212412483946, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.323792943425701, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.3465750831557, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3337684571134787, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.13588543222208, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.598727170762174, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.790456005764412, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.654228908604523, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.28808663564672, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.539437069975605, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.0487734554495205, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.223587585095515, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4414539754788507, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1577460926982326, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.562289272201582, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0469997357866134, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.281174325556492, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0609574408127855, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.74830724910885, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.917662436125852, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.361199121981997, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1998094744190553, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7877644884509891, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.733978107111653, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9470857395483847, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.86926618353283, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.399087754577266, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.6195588833057, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.082268912303704, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.705046038201118, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.275707928901795, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.241927722444686, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.05940773897146, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.727580758288568, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.9083480859795, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.10983460427673, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.153300080701854, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.338177384240907, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2492731945931155, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.000203047601559, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.571861354496832, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.8976634106819006, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.571218455818325, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2396334921909897, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.69201478862746, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.31834258926702, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.40991666569306, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.203827927134625, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3098182911306822, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.025269410961471, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.413565552995692, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.82158691237197, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.865057474913101, tolerance: 0.04047628667863113
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.79191046289958, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.90410730868291, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.222973202499588, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.903687384840765, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.519656907511745, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.372853938920628, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.060638479045124, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.16895035850402, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.01352228480056, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.71634589322417, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.44995196716232, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.600213274487658, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.878205254156327, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4565313097216688, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.44374348082843, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3878117433752664, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4639216323165556, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.41913718431897, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.075753111081895, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.71966207052938, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4655149510598449, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.655358535674196, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.03947517554377, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.564948554718228, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8931051411381077, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7607450681828709, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.356798568971044, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6372509016263734, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4026368595133079, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.731571019973956, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.480880877752782, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.788719295137554, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.17580797061959, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.379300484064146, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.247664783725014, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0722183134396914, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.093543168858389, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.605389594315426, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5668685016384529, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7695835634424384, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.89583945732076, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.557368274574259, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.098660498585843, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.488129348479006, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.607539976097428, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.846010834278957, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.964560559384736, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.840886999205281, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3817051878008897, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.177641534681811, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.00916890883268, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.775153767111675, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.34444904802291, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.9123365950958373, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.106787948409647, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8330865492998498, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7629082775637244, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.704631085963911, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6316996375546466, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.94262353027085, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.929409956941, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.417118175244411, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7438833424901077, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0215275288774137, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.608649853489908, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.536496988070866, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.23366390699129624, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.694479594341544, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7642647367152904, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5138796666419694, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.292968780840056, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9589555033379042, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.638153758630267, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8290371105245526, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6101316952630214, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.965508232930517, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.713934682020152, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.94397296762105, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.69803407020754, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4773320147052686, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.464550001754759, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6156617845223025, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.236121156164387, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.787938026565882, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.2644672861802633, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.10676339713862, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.385008008078614, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.534173258818697, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2905180402093777, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.766124414364981, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0295258714426723, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.702702479941308, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8437852324426558, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.3506044826323205, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.706829766913017, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.60157262298375, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.817400533877077, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.67367517337679, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.966560760979661, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.469869854808564, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.597688756922906, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.66692114103833, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.140156734987244, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4197481048072973, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4953719573980777, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.620102758441135, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.107945545231871, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4858580197250717, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.01974774923498, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.095164828045199, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.5419734678827695, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.556527619818098, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9984691767369043, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.45255678567176, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.870004535865945, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.626463470728197, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.57608865991135, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.216574782502789, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.49068252942092, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.028753198331003, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.782531861992396, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.79356417241047, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.30486261652925, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.322631194767837, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.886278756291034, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.507130178251657, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.523223474943663, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0553746484991393, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.009213258878958, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.8864769008125677, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.55657612151971, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.926901024514905, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.861697303616637, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.266780280725328, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5491095406768522, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.436685447088166, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.576097492383212, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.300038917465912, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.436756185591406, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.253110592102729, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.674145151854617, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.744748878060108, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.782596357531247, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.963385411932904, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8780250933647835, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.40049781711786636, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.32981289896317, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0343185800880406, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8384696862634655, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.44763693368512, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4115845065343251, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.58292049341472, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.073676071995834, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.834772781700252, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.721447491708801, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.820268935109127, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.331895913378503, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4178080048842503, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.160124698790696, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9807057804183046, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0982948074907881, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.401497244805654, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6550827071849596, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.77794777394294, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.440308669373451, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.2185246782488, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.447833628429237, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.898445758180543, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7379159922851954, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.7257764697690163, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.872495270519096, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5428943026127797, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.268205543404974, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9661513588294213, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.841170996711469, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.545683001824699, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.105006427579383, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.785565020116394, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.165662162739963, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.12290840065856, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.695654763361006, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.82189173811432, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.048513275058255, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6407903907176546, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.45290874542789, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7519943749026652, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.571776888600112, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4914164748541339, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.308098603681003, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.46024491901602, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7897564455474821, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.78656268942899, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.144429995533073, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.669653541679736, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.81255593313469, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.101063406856781, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5682226350961344, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0345335883473012, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.90326075891481, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.163970565203073, tolerance: 0.04047628667863113
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.11401428455835, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.089222695975337, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.1776902944349104, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.267636227982308, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.191679350256408, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9784911139579435, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.55430045198514, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.28237474122011, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.343411308273915, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.394888331255146, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.039708870800553, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.92969825731592, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.163812472244814, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.961055361858769, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.56132467810282, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.519599056744454, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.060381453376806, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.641717994037492, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.874457793773274, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.66248608916939, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9852722973535606, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.344865364175433, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.475056575956927, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3296579443630208, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.40116885076685094, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.37427186570491244, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8480027297904371, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.557736025335487, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9464399797647332, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.434158158388726, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.769794739042084, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3391060397161993, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.06391773432034, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.93466474146166, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.792224353161316, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7056312690087907, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6578382415171689, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.71904922564248, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.19664447959951303, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.239768514719799, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.36285678299373, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.7984054369047158, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.534892367440534, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.57165913536366, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1716429116497977, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.665401448930567, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.484886947136843, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.593794169390804, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6301980389425808, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.606749212318732, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.0370544012318, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.522680983629442, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.110956598015093, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.395296059323897, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.146111335702415, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5620386530108874, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.308294961886304, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.021758380584771, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.178038315259329, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.549446705335285, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.77596423897913, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.608037444495892, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3540153064464562, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5620724606814065, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.79238529978184, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.878451116211394, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8200819316369632, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.47421887273663, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.35977833523276104, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.439552200437731, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.487425077489604, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.178497051854492, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4439370027493794, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.764224345254746, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.739227644348716, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.168686373353665, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.405751355307018, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.983091909765562, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.977792489709202, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.021820764390185, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4920319482780826, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9838234850687684, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.90495318388365, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7094928107389364, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.752232918673414, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.59015718316877, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.577883750001064, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9061181000472516, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.9789123913268725, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7363126825850941, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.023022446101919, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.557995809452365, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.789497020217368, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.10741953488565, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.93296525747225, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.2064354469659975, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.09320652212965, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.156676836557978, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.822354685619956, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.293968592127271, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.292595211058227, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.44714180240345, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9504434474760615, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0171022439992043, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.529669203232515, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.325316890154511, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.21012500504934906, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.003234999961066, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.393051747548725, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.624641474662269, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.814824182829568, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.985232085767478, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.447336396935, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.512382706551335, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.764794817167001, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.1120058256041, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.917181127731283, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.88825040422675, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.536834127270481, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.539602475665276, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.568247570303896, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.667137925856935, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.691071592391381, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.62753394997932, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9928172551239811, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.517199405611848, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6413730268987479, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.5238139765189374, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.302240019005609, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.46853025992996, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.115321282186812, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.633592616138344, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.067716567339346, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4816395551999051, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.149235709742698, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.841087134688877, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7389049635930007, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.501611374037509, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.551403452685065, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.841628586671447, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.515059509675751, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.2406044935333966, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.90217772221479, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4440769739592838, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3893394113046895, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.606944873289223, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9256214667707354, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3726009645832846, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.42654191447363, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.378743193221283, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.885661474483243, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.725928917169256, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.195435586662228, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.01972840790694, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.917290493907245, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.77412837001492, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.8299399304672193, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.337220718447497, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5728826962476319, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0559996429722105, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.9942876559914, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2803863123110375, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.796960943288013, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.181322453674966, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.31957265442912, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.039834962640043, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.44891173583306454, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2951852203950125, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.747171299793536, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.561306478389895, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1584278537335706, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.477119965156163, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.561689713440984, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.202608069604281, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.375621609004497, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.559222778476567, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3338070534114195, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.97999364825486, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.580223426298716, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.336655256777476, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.27299540635153, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.43867654838587, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1775845489650578, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.83449265625299, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2872892502983859, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.001606820288941, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.5253799652347197, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7827610120869508, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.00394622281604, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3564310422337371, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.37310217990597, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.604070048402775, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.092185688497352, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.69070649880217, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.093764711766653, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.156418497590579, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6926010743288202, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.53805525544672, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.959775842185707, tolerance: 0.04047628667863113
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.56869519159241, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.794544178007072, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.5901200325992306, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.927532726259159, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.538783809820984, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5025514758265217, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.876466789240325, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.659124385346445, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.599588511107797, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.11803441716546, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.09547431615033, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.352340245758171, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.96613963681841, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.716770520674203, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.622986766755446, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.762392676692741, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6839072283581231, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.035437736326287, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.08004515047378, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.84416930982698, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.537810644837009, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.67909172056025, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.270967674280115, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1368058641396885, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.20082785129778813, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3602064463909187, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.100346801479418, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5115745501241804, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.515219200716473, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.611266675364703, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9082197314023119, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.33009015032599, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.22691882489832, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.55265919911892, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.36418657068111315, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2378050867624779, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.0921809058315, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8856899873187558, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8046625775838265, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.4063834844753, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.920442663472471, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.829648673020813, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.32570737861403, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.771399960144464, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.195985618714673, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.783824233940734, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.800893139753725, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.054685740155094, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.108097457400447, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.679183959823135, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.496750605301457, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.40299297899483, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.912749194683272, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.09145282397958, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5343701055062127, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8808250022577226, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4416477268756864, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.911924242523867, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.77278618267336, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.35382808849151, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.809858455250463, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17963580187927164, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1287333027943305, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.981481707654353, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.381414233108899, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5593496766651924, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.697408909021192, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4890056994671568, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.520507490516451, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.502034367166459, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0343223760030469, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.758950560355487, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18274238432658763, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.674121483726537, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.6422943272554, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.699461301631544, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.92113338458458, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.84607111714125, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.536879411932432, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.768954726742265, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3990122041597886, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7766302978168085, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.61003484865296, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.205583566758037, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.799437767625264, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.96956442391331, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.946393184659172, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5399450786295006, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.447831729475354, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.47575277796215687, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.731024914126152, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.857272965197467, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.2792835055304295, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.076502225664115, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.12110979191706, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.6956912182261306, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.809925968863112, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.89855709415309, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.736171049755853, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.372195982229897, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.50207565633511, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.25718317304151, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5113538726545812, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8177901111222354, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.309940123396558, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.274035773660728, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.134301904343488, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.05664768398394, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7758243530482503, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.403778930249445, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4498772994053866, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.064770108716544, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.97874515289547, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.56096208146539, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.128523261948317, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.174180226314718, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.34108201170875, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.31958975431905, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0846749878605237, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.986249801005528, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.59811345832975, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.22462257776226, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.237201987120386, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.545300215939136, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.542339247659811, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.20073256018057, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5204561957412466, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.085066931498858, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8213225994939535, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.880904269434964, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.506350637918302, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.19681856509564, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.110930326656302, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.29672229619095, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.180208432575796, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.70218322001807, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3604116241088775, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.238990641486708, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.022156077761224, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.745816371279716, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.89765974484419, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.732996158421031, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.99910827746993, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0183942056997068, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4977409199126157, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.523162076968262, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1551513008646452, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1854202863935939, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.244848774800474, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.47003777584004, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.927114683386378, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.486828821121435, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.909726463054966, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.155954281123371, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.625338837224106, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.649207512058013, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.2721077808633368, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.724464962277807, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1995843971760678, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.7122956583531845, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.506646901249809, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5207608081097703, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.057834688473122, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.735791767305074, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.11043534368203, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6725697376901394, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06132211638330887, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8671588210869459, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.726891112576311, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.8721177491866, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7853785012818832, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.220291882615101, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1768469057892617, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.715239179498525, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.461689814802753, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.05257830956333, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9080379982141835, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.623422626266503, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.29019494433851, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.6785352520958, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.228373355696704, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.497134579467, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7469001655779266, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.651946833281244, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.23733723798574147, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.044776518215485, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.335732141737225, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3081240462902883, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.168091947654872, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.26723946751440053, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.465528724257297, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.491934940986198, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.37365208300625, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.73638534839414, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0757047685081602, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7689926721048153, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.37730200292776317, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.79770143273569, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.29142710584739, tolerance: 0.04047628667863113
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.85150378706456, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.086265768323116, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.115017730758865, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.859423149949691, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.001861422732645, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.05171075898559, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.588014537924664, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.62981584934768, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.56143322032412, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.531864159775893, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.83915211808079, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.172303908445343, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.40333690036283, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.6269343895432, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.25675712816593, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.32510452141639234, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.33162963991876, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.76555608768672, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.231197484690995, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3255417541270731, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.478280865971612, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.48068043680948, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.6187666645426475, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.6249511895351816, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.9105158852973148, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5675565801354878, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.54465483496, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.32054023910103524, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.928328477298209, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.934909319534114, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.488891656211365, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.870959659409266, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.232244568098878, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.577210222381495, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.31423389992917805, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9642142481234544, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.640963798172905, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.511515598091449, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4209802799453541, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.088780007807358, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.521301267512513, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.93052230913598, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.798587527136206, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3946098266796412, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.358231497495154, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.984206935818463, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.804783969334949, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.627414512755166, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6493998623951711, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.005007547932905, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.00143889169354, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.276781586646308, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4531209820855508, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.639397339607683, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.332728654187406, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5922821753660514, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.9186077237906147, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.37058517650047, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.540606225762176, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.45762076954546, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.603727184962082, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.5400079061616907, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7088053700547334, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.87535977354409, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.563087936295673, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.36360583173402, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.726896050043138, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6732687693805701, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.223029122436685, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.8081098183088784, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.592281226110174, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.554967954441366, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5542000405331748, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.451177615631309, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.779126686773537, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.275876953182774, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.937772377834506, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.34984213794853, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.138318148461508, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.635498852370574, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3253607469578128, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7975231798547497, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.96186297617069, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7380997246209517, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.28328731492971, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.408076089910878, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.22842027679198, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3230180718392148, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.069268082449867, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2356909390323949, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.758036643027822, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.071855991676188, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8043977773272104, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.635277874359033, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.50789309691399, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.2451799405048973, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.02251636030755, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.224609334779302, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.269142732997324, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.697371980688786, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.236434483706887, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.623894707515007, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3645050929020499, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7104608691016665, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.919198750290576, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.027568206256518, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.758842487163122, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.093961228499893, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.9045353687705813, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.80359742430855, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.167853375042341, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.859711138522329, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.645315982736136, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.070711994210853, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.5828230034967987, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.829559901578946, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.326812912320605, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.73739114537267, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6610475679199226, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.98583144964826, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.650775971042464, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.915776529660548, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.901056280442617, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.59923663932912, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.127543345433935, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.608478340071144, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.40062118483359654, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6787120531349444, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3820221007268856, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.96370924784722, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.521021870364052, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.310513682801854, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.278060433430198, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.429642250980891, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.433174559675251, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.151010224981633, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.089830875532698, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.62878670185563, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.619517316062598, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.354050504716383, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.841347475369474, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.249396441140675, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.6004022758878, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7940398206910402, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.737404467217772, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.124571817271118, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.330917195272008, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0787173581031766, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.90741085284753, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.645573987611499, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.311744471554334, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.31169748898202, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.851182072706933, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.285981011848435, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.995006771084235, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.583085332694992, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7355031043102258, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.2662992410188, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8493968843195034, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.990296578064829, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.6785070363228, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.7674419177390917, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.844643529506612, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.941103850454937, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.63678453363583, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3327631023445292, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.8957135413017454, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.450136654479536, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.441099167718932, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.86169935324527, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4173258918485203, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.310876472136499, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8049897168386906, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.3449742518059224, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.71867961239002, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5754609305284362, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.49981170229142435, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.07373564909463, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.237249741514205, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.75625375103553, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.52808464618619, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.08267926839889, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3383739687297407, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.74665872446434, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.007833411082203, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.660518912756118, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.40950889921777, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2029945296166602, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.97580061605531, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7400251926025305, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.10810471097011, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.666637277880511, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.52525526714197, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.90389147373031, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0533850554402306, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4745351414207448, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08075659613706421, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.73865626682425, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.205112659400783, tolerance: 0.04047628667863113
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.681752189667492, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.01941607955567, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7552191554478895, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.977144982064175, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.5052048791852712, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1667451713407786, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.099286171477544, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.679150098314381, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.26856257991045, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.439335150198588, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.263111457085245, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3728890616255853, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.689541936698134, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.802399295182795, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.59510837362541, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.53622001219415, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12364393161107046, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.011887152158863, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.00423340224157, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.77725512553809, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9663415186790303, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.732046118717903, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.18002907910281, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.10093591535582, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.065218370220975, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.7476058318816, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.356047844780903, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.647422003234055, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1771960917349702, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.184339668880682, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.766212095607642, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.60668578257574, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.951326823279146, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.31815576313778, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2079613110422258, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.725765609171475, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.38256462377856, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.026754915763746, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0701365650034518, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.46403128704695, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.942077221823354, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.81792819784708, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.02795693648726, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.033274170139265, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.132217069054832, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.887329262762478, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.51157963673994, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.947342372972628, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2162659643095708, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.06801839264712, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.75019539441442, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.789571933523533, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.009043328219235, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.726539137851205, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.1623560281502705, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5401489107549651, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.433490846911468, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.413654833061997, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.658109967854784, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.32574024038337, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.755153884613634, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.875782902010428, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29227679573170917, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.265568429269393, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.62261485128704, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.1844828036797708, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.761283201179879, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.490472272535214, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.037222528826902, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.3189618737387434, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.155405270008373, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.03056835325279, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.554927124479008, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.834649666869353, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.522668481084906, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.882831241031454, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.50550519270905, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.548391567273725, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7703985793004335, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.217892466021453, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.588458616905768, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.148008049524947, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.01509415709353, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2963803207305773, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.65419559172946, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.671749538973387, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.33086653295706, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3180020968343058, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.568356987114782, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.021197692968087, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.97713958909364, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3542609205085796, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.8073808147132, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.031703465000355, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.835424966375456, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.54173941426228, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.179489252529407, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.474359139130172, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.178177345018952, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.517385004326457, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.597971765395755, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2701869410651625, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6327690855954415, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.545212754721149, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.831352674500977, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.751630773290742, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.0669532764241, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.9319566235764967, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.832108814539737, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9492684990020166, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.282770764721917, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.675658209550875, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.107890020921474, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0919318751433025, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.14439975798861, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.855606167928443, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.66640266241666, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2575829048734022, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.531096225122724, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.45000494250522, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.012005270024304, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.83656529882245, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.77832680522667, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7349385731430402, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.77468700210238, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.5694807999096554, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2949468097131387, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9638870067383891, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.53064825718286, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.147706432010835, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.357838464461224, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.398452242378397, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.092710461295809, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.832799854694883, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.21951594062942, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.884088089452689, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.62331952199338, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.306253834879726, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.667912528259762, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.36322853679701, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7826444319672419, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.588638272092453, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7610305949725102, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.100597633642394, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.44856519012805, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.875322469970456, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9784900222441593, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.429062711397506, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.532140983137708, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.9027870691276, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.84082776416281, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.961043668714353, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.535244082597103, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.07231622718423, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.27472699968152, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2136843021373807, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.9170273301469365, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5142470421884582, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.41538782952847, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.449615091973328, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.6032421240368535, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.087497329308007, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.763896608060293, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.934498096726685, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0107178495915718, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.008122598334012, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3899498878610075, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.82880706838185, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.57488385883531, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.44634317041664, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4410329836406959, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0583482369602564, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.501477085149162, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1208074165592166, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12463093123858471, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.329959249161035, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.24311063050999, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.60311184433644, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.34410627563483, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.17152629142018, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29588004070018314, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.03288665854356, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.952813725355782, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.873901472093067, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.282759448709555, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.309957590021952, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.465850681016377, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.0800738435656, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.351043584796145, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.029110277402879, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.55929105678794, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.19341514407341, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.120907036837508, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4623361884509336, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.951140084797828, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.40545945222809, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.321356931757549, tolerance: 0.04047628667863113
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.864835667840595, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.63886450701358, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7432268233661148, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.21677105334993, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.028105575995113, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.034494848743876, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.781250954302834, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.37624098678259, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.32404907465289, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.219710755439337, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9414151112989657, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.298395341271387, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.86824065944441, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.4932876385829, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.46081690462384, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4379921495633994, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.009248831027435, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.860760082725136, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.455837301835174, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.988473939236684, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.483866804174795, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.442227643559676, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.530746324935905, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.663394841778285, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.684583607809117, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.012483490907726, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.34257916980738, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.0175723395422835, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.651642557315455, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.157649215028215, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.228630499952459, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.51474650461668, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.402023944233107, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.30365777398339, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.787079922740077, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.970574958067544, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.29242597017131, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.508957890527853, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7419082159083246, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.57649205144277, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.109809168230598, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.491168635403724, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.04352342257633, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6816544966773108, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.530049784605296, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.918427481820473, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.90094740039153, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.895987008224495, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8005755833386843, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.90983157175437, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.127367551486344, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.99207090232369, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.575175871733137, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.369957537713645, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.327222328648531, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5820130305630187, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.975305717154498, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.019606507683847, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.99121272033992, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.762841286656794, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.127362734331655, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.727851139523295, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.709929519609318, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.214638538492267, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.518955765959078, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.9936448879363695, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.967495329343819, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.86961887997515, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.66102273279003, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.970279809940621, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.920327035137916, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.125726338370498, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.92173523059958, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.77336218299044, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.879567628054346, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.5108083466241453, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.405698473880364, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.486002601760774, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.42410984031749877, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.403602538064206, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.584633594907501, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.774212848542021, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.80668271837337, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8722119356660301, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.93359035994976, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.996963278321488, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.26179934047073, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.622455485893937, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.616235638985103, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.934364732741244, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.455639236576616, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.51314696664133, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9211197365646058, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.63949846554641, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.790589668115445, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4545213659715728, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.272053855368185, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.80758549863839, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.39705375914218, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.504963124759314, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.389535278987324, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.223429680990535, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.0702239382229095, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.571898474656507, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.225062990312836, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.423225123144732, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.563228179403637, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.950261237551146, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.9194153833491896, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.523004352548398, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.782931809114757, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.340428349213454, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.21354992786547, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.73441394321077, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6380040177488127, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.17537373396611, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.956294914541076, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.07882083027648, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8678160519056632, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.656513663928592, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.03106190243432, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.784359459840573, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.930765475975818, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.16238236578201, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3562666445498053, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.755740632072374, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.05906070771664, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9265336740309067, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5578070546944787, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.43670930172463, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.414301564996833, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.506809966975993, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.15864305613485, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.684454941706747, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.325641704770248, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.949966893312137, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7177510774624238, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.23251155742733, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.053419088636446, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.735142867416343, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.50187737953621, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.35065490821796175, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.839002457051663, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7316739821825138, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.241734132735417, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.525445239222876, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.22779444816831, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.879230092531742, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.83609969934423, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.00955529787339, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.62907404869924, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.21916349394266, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.211048428102657, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.89121911365936, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.896358640609037, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.471911038828324, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7017535715371537, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.64369386000277, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.188059598188147, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.579932257949224, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.830551910998395, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.445429577965768, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.687948645461802, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.219963395540177, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.03219842460001, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6989130343829402, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.25870057312548, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4328331945716286, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.89126918286317, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.04749221541783, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.544136546942468, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.334741446346868, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08100095108670757, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.297688889544617, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.688593069258218, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6831149255297646, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5350055965085687, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.40155050498882, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.19891835620945, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.248413118397593, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.49501886381137, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.19476874980023, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7047294172851366, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.515191458079897, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.024771335145005, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.728258061693268, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.79620331402785, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4014834757950894, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.67814285156581, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.635249982946107, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.245369267656145, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.508591878058184, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.4818249749965, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.500528128740626, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.8145604680783265, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8267275275079271, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.42305104598978, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.83350318983295, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2689955070446217, tolerance: 0.04047628667863113
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.38099682617917, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.98096789479253, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7392229776383772, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.535205213258791, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.5628011253262173, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.86964709307395, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.69931859821375, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.843036601989382, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.948702218914036, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.345849852992018, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.535575749689201, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.759147464002695, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.57584076590956, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.32312513374056, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.009128330371283, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.7602697219371635, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.241501655288289, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.38984922126586, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.62821235952262, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.659074255439407, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.790205308754594, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.33115812692107, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.71000297545828, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.079371215948925, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.425220371418959, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.731165270015481, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.63141196830145, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.297530776923367, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.165115571804705, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.16491684816637, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.939152906422464, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.719416032463414, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.611474675980688, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.158326611737778, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.706108573730319, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.153333072103294, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.11772369601951, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.644821949365394, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4297200943699977, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.46370307840523, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.01237783545872, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.959502717698314, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.86887175278913, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3354382276654633, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.58173515663411, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.992621238378064, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.985119948180056, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.458998120163386, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.599794550540139, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.56314071901656, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.16668299185079, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.9266250450316, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.21214778969164172, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.611286288488387, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.380837224061594, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.667635010773097, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5365757043470296, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.210125888869754, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.4484695837825, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.952510148909454, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6387748107305526, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.4384430165872, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.222766609398832, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.658666834348253, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.235705786566, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.77746697979282, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.891281480438465, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.164009304251238, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.9924055011968, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7139238903490366, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.319975320234562, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.821632429147, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.168522851043406, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.287351223758264, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.88688544582824, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.153110802538123, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.069716607298602, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.198698897126675, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09231040115196265, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.185785829136677, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.511048004695454, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.24193876073818, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.36694571968508, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4590884425841182, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.121802927375924, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.39894612001325, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.921160824082364, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.903766300015377, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.583690488986889, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.049839177344666, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.013620103057178, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.682725646592274, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.49910299757692655, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.17619966271293, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.75508602525069, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0943221030229893, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.144125319083074, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.14881654336071, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.074736896969426, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.263885710763702, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.900567106962015, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.5373226619122, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.644688867484348, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5193506280966744, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.957915280391546, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.59325289495837, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.01033639978297, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.73231674384796, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.891816057382755, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.91496953556843, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6522368811423576, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.067498565602776, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.6598852431018, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.00381942138938, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.2095723504679654, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.96638146659363, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.671335001116745, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.19661818666768, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4866698515422172, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.407156552899636, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.40235402930378, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.168036126924136, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.950034963868973, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.01134687038004, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06263873453661972, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.547094943878534, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.634343305533122, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5678796076242634, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5030857726521276, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.69713555649629, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.358893739014746, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.407258186290164, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.56939411010177, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.9912436045272, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.878017344297632, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.384027599530015, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.1871355477616135, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.48769262392247, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.205767532766089, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.561936406135175, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.299737774238736, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3152632414031018, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.481754197543438, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8807409366145578, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.055963509724464, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.37982607878601, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.19505078230253, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.2890409688257307, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.14206777475577, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.058627521902423, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.55293160222362, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.44352312697589, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.585560829756446, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.327221436982086, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.499562917091254, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.69602489262556, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.212484179261196, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.42319418414948, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.968493098587885, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.346694075123594, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.855344923799635, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.072345817208713, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.561459614248804, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.341703100507445, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.46156715060937, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3913741266873103, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.31670781366418, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.859285764981735, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.65233850660107, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.30801430434046, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.394049069923398, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.170703639062737, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6620181823777216, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.75681507214577, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.52005378927589, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4402738323851736, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.203596500506734, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.30245366210238, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.05757858176793, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.717305663636125, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.63876059917661, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.15864038137914, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.387836043712582, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.160931750617266, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.853761234034067, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.268379646184286, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.912502634199768, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4763009721167464, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.648774699839706, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.023616429483923, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.83750192960355, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.814039179828313, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.30227854152696, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.79663965011204, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.699678329613448, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.3870138595246715, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.414115715327029, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.05120623068032, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12309036370371018, tolerance: 0.04047628667863113
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.102058725028172, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.07525878355656, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7422969598617328, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.742861806056652, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.105313285243909, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.61475927282535, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.356611581709842, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.626054168514287, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.31191335487708, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.596217903097994, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1481784025369848, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.055763720418838, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.944679918643516, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.087523274496064, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.20226854494372, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.257253985190516, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.64153108742525, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.63707379890175, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.495533942039685, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.349862510314097, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.706244246864856, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.90021661234087, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.584072466177787, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.186131772105398, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.871770808516573, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.2082486638362, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.53983480500787, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.522401540020354, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.759175557143351, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.838811135185864, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.915233029358092, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.17395892433035, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.6081897591407, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.08328828616294, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.562300710558873, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.07610411148704, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.35426766043153, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.34724581334865, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.36453172620167607, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.154318636934036, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.662454862078704, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.236791178070618, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.522933112720736, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.32546587948579, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.055671942239613, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.78900181159105, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.66216135250471, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6237120889067, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.05388469820626, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.907370504577287, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.628310721633355, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9989683151439408, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.4962603910469, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.165419194516318, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.651600120358353, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1117511836533822, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.02089098595698, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.968444087056014, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.545413417377915, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.239554638478751, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.766313506998642, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.520949930345978, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.839191775494754, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.77113925774249, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.526893701507817, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.767040429960332, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.13639207971471, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.009176636063103, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.5178853999735793, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.22468662953247, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.140108858495353, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.128177695919504, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.4179981279932, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.587628870801694, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8047623178404137, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.659825692678794, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.71577625319483, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.980133460097477, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.588007461660766, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.14261350084365, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.40018645991296, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.72134166723015, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.226696744735534, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.001793875249774, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.3060273580445, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.2602300299597, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.261319537254224, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.410883028940646, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.660201041424386, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.511270965665574, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08360597487887844, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.45663428542319, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.882000180733144, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7488388293830894, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.10824394065688, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.243571334737794, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.53824186757471, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.694254745716364, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.0941640694669, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.570458190163805, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.210488332567763, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4690889043227457, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.733869071574361, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.30670579722303, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.050127160702857, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.40967788520928, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.8589219362505673, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.04447584495219, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.544403015046214, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.5042347788264, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.36769956696544, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.96086516467082, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7983886456767095, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.5496332784531, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.04348525621677, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.73788731612066, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11007645503229924, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.827083847875315, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.56448061610695, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.161186540292675, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.69123596853848, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.78095669380019, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.157130590363124, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.17053494181805, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.987790067921765, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2146048443491395, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.45735098471948277, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.18901295682183, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.0196634461137, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.00019143000381, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.65891536200766, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.95188697713698, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.072964832389005, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.55920110644388, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.810806163791, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.426220648466426, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.4277417367434, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.15010378427384, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.79667316112389, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.744198240455148, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.64408153184769, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.26574691751307, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.529028426376982, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.03174714519477, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.729670954240788, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.513577524220011, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.34967045117405, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.698896592367845, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.47920914823166, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.40356328979138, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.074869204428666, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.82082444510425, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.90861755852322, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.779397076917718, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8769267321964094, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.2393360600438825, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.763334868265304, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.688392730748546, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.56301826901904, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.408627306266055, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.64220062257391, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.16523325158927, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.189331537242452, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.06785442540965, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.96440133894913, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.143400737050726, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.379668429139684, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.468722056745946, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.787159799623367, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.99798269866784, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.255536376448703, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.003855261736163, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.42344439575691695, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.315782153981814, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.04786221069331, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.80378474376448, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.030978562829603, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.81075603724503, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.02374957747304, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.431744008169119, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.506406835252108, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.31337206433622, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.534949454924444, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.64359464262219, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5338645881279263, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.408927581046925, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.109874574527367, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.16772933751483, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.430662808703488, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.00994729279668, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.06368715733859, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.409014841671507, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.515883037683494, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.349362149654212, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.08155390463121, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.04683056052840584, tolerance: 0.04047628667863113
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.800424128103373, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.945810084663066, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7495917430006216, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.7115261288464, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6530265178171248, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.27806270216263, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.73056106789167, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.916533981554267, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.42673396141109, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.856380689352648, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7734791308088802, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.182368402205654, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.00366222523962, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.790373478891226, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.074619167622387, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.595818315656516, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.157619176673222, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.64016966129991, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.127382709679665, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.812785381148785, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.28107284539357, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.19364396553377, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.136052947965794, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.947942660989725, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.005490747073196, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.340114887273472, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.10075649228301, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.504310712230136, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.42233045839285, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.22326391445091, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.806173254776809, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.50760095445301, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.41811509977765, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.174883334811568, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.193557072724474, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.678759741825104, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.507531000320995, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.615583608383133, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3974408047876068, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.67260721608126, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.08167469184812, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.338509626331074, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.02104817602661, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.8318359593124, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.79958879010907, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.07357196156272, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.340670423256597, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.540933408780546, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8023206926973216, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.402873528517276, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.386396557431965, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.125756131617536, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.394957723842481, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.06752176608856, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.637982195763357, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.74265088283073, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6965118157208963, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.48953632254489, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.57897116421445, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.01758995122307, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8984635703581318, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.64243098588838, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.929574092850629, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.726327277019266, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.131661120435666, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.2388482376849765, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.636686137245931, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.714538893333724, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.721341907766487, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.361197404653012, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.092787817217868, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.119618166972657, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.757489738425875, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.21009780857139, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.021817360674135, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4618809876881755, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.114250108240839, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.06098406540474, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.070611611292975, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.64910280685092, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.411311813225637, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.211204687404148, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.88968407928829, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.5677166378200695, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.249879699126524, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.761122802063312, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.42427737105098, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.41701541229378, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.57656998694327, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.65111168173172, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.369417851457854, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.03048314239453, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.07199169635453, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.51422505097001, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.13359425899331, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4135474522857976, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.12923571792234, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.107268436499055, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.812824721564695, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.767331998811954, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.00827019779477, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.82604491978242, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.471741102628556, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.71793501147701, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.541996131012809, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.57798275930432, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.694113642454795, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.9836672706065, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.1635139861314485, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.94355318934325, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4504120761208128, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.688480402074774, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.35511973878312, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.64260878096627, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3981062698883306, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.952581651201655, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.11157727920272, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.78804882080237, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.558596729094461, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.95564673457399, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.54066586418821, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.784226843948318, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.083656144076826, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.47419267061653, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.345111483323194, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.645226150037274, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.017660022107634, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7285968698114402, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.9682581964778194, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.75470881916945, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.43000253959465, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.269535794243325, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.46055968513167, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.566127156013835, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.808941437420515, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.507906256455385, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.4518980965112, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.08484696204326, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.40917099505228, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.52161367236255, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.02787761066418, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.6693783024215065, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.55342095886954, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.903804736661016, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.680202635768595, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.271427581907233, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.842618872357576, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.895769780623084, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.46235269068352, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.96384855839497, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.365865157708996, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.065829534068854, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.672530733754542, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.356322628935544, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.145440245732715, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.663195761251046, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.942718327053001, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.488150442648646, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.223008156382377, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.62207191616642, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.99098384762766, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.440136119276417, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.970019351552622, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.725132336378266, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.3327533756520324, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.054569661449989, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.48587561686142, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.1257257555514, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.399424160132554, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.28128075995696, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.435096986399941, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.114371910404657, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.712924706783951, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.57426072700858, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.16683895760559, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.5740619482683655, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.426757470841125, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.65268139468513, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.44021601121477, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.20714614941673, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.950601031499673, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.78026648852408, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.376385442800512, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.34012973838074, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.376798223732123, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.56317310694793, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.02001135609734, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.267036995674118, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.985016165718477, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.85973163123535, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.26944696728873, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.781680855052258, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.58169245172644, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.28920183820341, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.808978091929617, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.698258551094568, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.006079699924896, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.94330454172993, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.58055945402765, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.6125130133143, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7579888191673376, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.397855114761512, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2039292309287362, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.866377216162064, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.8238751519209, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.0243823946945, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.31375694281971, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.951533055204806, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.40678935565648544, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.146778204245308, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.78276848241731, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.43595667763868, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.662282998313785, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.64962405352449, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.750694137812872, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.430339430218226, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.542437758368408, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.959689909120158, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.5568399646784, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.247778257288246, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.38221534230553, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.368430312975647, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.838745309286793, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.106150545431177, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.3470698081353, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.182221970960512, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.135347572078672, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.35544304070801, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.473660254834755, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.72933195770338, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.06441427932397, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.40159133928887, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.538791227032874, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.95739075526899, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.58350399223497, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.48075573298104, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.25015493678967, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.03845783019753, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.2936693713293, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.28016801761446, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.37576209796485, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.482676928894705, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.03883765121884, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.02603990148987, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.667401405028215, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.12744603137085, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.551871279613636, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.62698349118945, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.6387980044218, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.442428349768605, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.28064158212834, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.36252275632428, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.80168014175871, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.624824914843373, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2873960380515257, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.65124382045278, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.24845766701863, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.387630544175607, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.677626154678649, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.05802254274596, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.161153103607717, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.31546940806331, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.327797069135073, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.912672676992543, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.510166492593498, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.894204470659986, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.150544944185498, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.2299398777020656, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.707725765876972, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.800483422380324, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.042038968974055, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.705120887334346, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.224267103721985, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1214327650262135, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.593765981123624, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.253725210080745, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.672449546867341, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.40850388717327, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.313639777171602, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.683030134259468, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.88953758178678, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.590791809635903, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.198242820532343, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.631794391129063, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.284826475669746, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.27852217093968, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.52065996266012, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.62237292789186, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.121579307939328, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.27188867052726, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.066091883468175, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.37708176075445, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.516017008113046, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0848784319580318, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.27588226899984, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.770081873031216, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.919231102201536, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.49279576747969, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.67505418835151, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.8341134558338865, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.330686959289324, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.354158637855164, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.372528284793987, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.44102307988882, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.97326067359981, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.45819431338265, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.57849749376581, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.639613949742383, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.36396086306479, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.653449639399525, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.58896613878352, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.079644588426035, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0037239816808778, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.19595891860905, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.90936786252432, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.28549102500817, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.911287570274112, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.8269410346865, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.34994985274702, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.071907827052286, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.116888085428798, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.0957040239158, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.690362360503713, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.98655765170021, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.705363496227562, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.5622258335544927, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.875044831645226, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.34431743682994, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.61819697075707, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.221801523639755, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.006343617094274, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.857057527068378, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.262508910502447, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.25768543393335, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.89759074134861, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.49702570129888, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.106223895088846, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.6955841578356, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.0236434441846, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.843767342887446, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.22501907820222, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.518604759687975, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.539458246006618, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.062718091470742, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.5667516041286, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.147731903048452, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.48916437807284, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.88978086851296, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.1883520041135, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.431859035859475, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.37397301150125, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.923257522169479, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.23482209460768, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.320712691205415, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.42140093204884, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.270887473277384, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.77467205448741, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.18093681667597, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.172617821712265, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.17799007761738, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.385523015139114, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.05259032256174, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.258906720054199, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.732841789074143, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.58031340786559, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.080779380496978, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.44127501879686, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.0282441958461, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.16026506431649, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.13199352000794, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.437189018356264, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.627408121701308, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.041153426299502, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.378477723795783, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.349220811565743, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.13070029355883, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.97348393876777, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.260561807672886, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.172162484527718, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.43065675704875, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.041438204980352, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.9693412008711, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.057730288171626, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.38284586191621, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.0773541501994, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.381565259431767, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.3992308395277, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.28026385872593, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.170681941139165, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.819795510281438, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.08426601861808, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.460828256943586, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.864304645507048, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.718308675586684, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.309613901118638, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.65189470984777, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.436160827076037, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.491040804735775, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7645989172555119, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.802992559799435, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7563621614361296, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.385403489232644, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.654323183553174, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.942531380604322, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.00009267518777, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.813851836643067, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.962398515744397, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.3122380763846, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.02856618057329, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.99880898083663, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.38183790131012, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.388046800144593, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.03341606299631, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.759727147010608, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.771519925987945, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.56915511848405, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.09249809278991, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.345811284693752, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.46738679662758, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.39509626761624, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.519643129395376, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.308955593459785, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.548781344042737, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.880837984366991, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.26646046538164, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.87139131740605, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.842735569104775, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.564388509004274, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.72404672709331, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.588721840637504, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.93007583528953, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.58848600970231, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.982943195008716, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.396527187987715, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.26813561532333, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.321130340500787, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.07641846191848, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.59741404715989, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.307758697151002, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.07315920680864, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.90179191357089, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.79407724482823, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.45497279954509, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.892503211901698, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.73998468112369, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.69457588692448, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.59774311435122, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.20387401066452, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.41332526273425, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.677361403350872, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.181735345254225, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.16062143242515958, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.53729911459459, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.8778599087928, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.918949547486108, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.686888857999747, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.034727116091034, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.09936727219832, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.615808462467015, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.37183979294028, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.547350841576531, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.388026489757834, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.698251717467684, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.321498223076702, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.114622477287469, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.992667064816516, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.21821412820134, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.994914599885107, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.939601239486166, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.22480801352762, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7809444686214988, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.113521372716036, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.309967672777205, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.288965880659617, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.90205475927755, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.871524199331674, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.840820985714743, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.734916612942726, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.95144262385486, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.079088727387386, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.578475872746253, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.909966517464, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.824014510322883, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.112560883860795, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.27354682490443, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.7197130425389, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.26432005468473, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.535204352452638, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.068789154812194, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.02187005995016, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7599852770275675, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.444565381573454, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.25711998387524, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.874593237479104, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.89553366524834, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.12155513926034, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9015033509950001, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.772383511394082, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.14017875784316, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.87917258751861, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.934342802349875, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.92358422560358, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.83850190810438, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.939667493573694, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.15581060828592, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.866298234528756, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.427361726677105, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.56215367193256, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.297275460724634, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.61118806262931, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.29818593649456, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.46562397292243, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.143588402266744, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.741150800429182, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.46980930279963, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.00904214077937, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.0591386620475, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.807005199577276, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.6494904806994, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.886567854299301, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.20634944192959, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.065772454363838, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.9628890978301, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.005761632188495, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.92582919374726, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.61012510378738, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.874492744012684, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.32497078712399, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.85530433182984, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.40820999581362, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.83176764101158, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.06481655397286, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.692141652312785, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.515533236846863, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.68733093482126, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.80974435774573, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.96130258695942, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.682719198102575, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.984382241596052, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.138460036827823, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.075357716139763, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.94098351693174, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.15286930720339, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.43695675059118, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.5111115011137, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.93224706177524, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.520973119273037, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.175475142898648, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.568508672946223, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.190554635503034, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.745208683089515, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.96275345671117, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.926728089260621, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.16742555643262, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.40215492480141, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.13683445860153, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.64284997474806, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.563555477071816, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.175024245606366, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7969342831874542, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.7582237281336, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.374201801701616, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.72727009001764, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.293478558125614, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.63342192782757, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.599801101435247, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.84417215623847, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.006139057563416, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.3912165812348, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.657727612481864, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.455752113008344, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.011000774825334, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.49431436796604, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.41119260049689, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.203525187560658, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.480629692397713, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.98137539512233, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.367331213773525, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.404639446581257, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.385089355618504, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.018977760466655, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.850479634138054, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.482421879568506, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.67014986918814, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.394534737036395, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.89414038696033, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.541337365907452, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.518064445642125, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.574217537928774, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.58110651118642, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.49218010664447, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.24901322951615, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.22013887627689, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.363676125419943, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.129333718839888, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7669075129744272, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.94317082952759, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5469152166242566, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.83993663348555, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.243750100294108, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.674114808986758, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.50193839494861, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.45577033935095, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.404400032558101, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.64343723362492, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.6192880273868, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.572158018887826, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.11379950181916, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.794307159051442, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.888528751389032, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.4708221126905, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.796909479234216, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.258887736307344, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.34794150849274, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.75263787475345, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.05390081263984, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.270140046421915, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.700880658554354, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.60669209183973, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.01315758252309, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.618843735431824, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.64622357088416, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.98230703337177, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.993941341430855, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.854632409214474, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.934401374420744, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.112299400609572, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.355364504485436, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.622376345166117, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.525876083030454, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.16273719122887, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.78094952025333, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.37485524152737, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.18462823722659, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.74074547827506, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.23390700153902, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.059957809171806, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.92839517220145, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.69546581754555, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.74267593880333, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.55267612945498, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.334936320236608, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.75324113005925, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.58049607933266, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.60767992661775, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.971741654353082, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.24702076757488, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.2913683519769, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.383566411180084, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.970540816162213, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.174865287263, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.449380642113624, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.61770356600823, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.743871862270538, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.60532349035236, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.70587863986168, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.644304895365565, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.2843117347347, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.146500308044125, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.268566294070354, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.166937423856155, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.25828985022305, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.603237011673286, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.932612057843073, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.40407844328436, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.643026131528302, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.94474130891629, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.04838390152585, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.43843563875441305, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.669109123189571, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.24296274544014, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.705714699497946, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.16151402934727, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.1156397680397, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.71469054730359, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.437834983887115, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.284430365467216, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.897228001688987, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.591399618231833, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.32135168939038, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.063950342570905, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.38130359907211, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.597553414399243, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.407300580615356, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.03323228289673, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.056750159287333, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.60913096214408, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.575831251571394, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.43657043996364564, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.59199244307355, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.584261356708396, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.693134309097914, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.00571971409843, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.37042596401986, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.987630334277668, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.81596826468996, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.859317171758732, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.36264807698592, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.09322469224011, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.58020244730483, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.13039885910564, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.086008885823105, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.51158139444442, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.178026470082244, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.03394551827327, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.68437252741231, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.31650994433225, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.21715403099767627, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.274164563054825, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.80475817531425, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.28209920434486, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.646056178052419, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.908584062911515, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.53156548727017, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.77785343944049, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.1804430226513, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.13692422218989, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.817624989546232, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.317373300817465, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.125756523211123, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.489735004380037, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.071187379697278, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.47888934166048, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.42803066432063, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.24989466711216, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.44158768113826, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.59206616041553, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.248964278739038, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.249696569946806, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.930760379188428, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.69550566918595, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.651610131400986, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.515136467976106, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.40947208940983, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.884875650497435, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.95483446767679, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.24827522738687, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.5068101613503, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9441677956278056, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.00371593552751, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.87257077838302, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.31138093374113, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.85924408556474, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.58241044002318, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.348763347239526, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.071891704333609, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.799441928431065, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.01231063910785, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.94145504972471, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.3990962159491, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.38962783752754, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.29684788178338, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.32155431296937, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.90835276395714, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.857894234854058, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.478219718337584, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.1161361456288, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.526697415997603, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.778860068314543, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.894350773085222, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.0360939813107, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.97719143245294, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.10751188606942, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.748752853638166, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.26649696866272, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.35126913916477, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.870116790265257, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.04465504112056, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.499902959988447, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.392799183908693, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.75457138713236, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.768189476119574, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.046329629016512, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.85346778658618, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.44619876272442, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.347494203005567, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.660250003397522, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.391826665517925, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.492539552495444, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.3712871858003, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.405467215554836, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.813346385477345, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.23054774314764, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.45985961289483, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.963354789232653, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.88314440135278, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.62914666656904, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.98201814511506, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.995925997927998, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.840279084201114, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.65874479521128, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.351116453580488, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6751851013921737, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.2530867448441825, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.837982253264414, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.46543251882974346, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.23403952055098, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.614812729436906, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.227797447577572, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.83369442775924, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.894514528535893, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.178703068765856, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.20320910584846, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.72792155922836, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.06724801385332, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.04172355282496, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.905142118715787, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.20313390033391, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.76038412738295, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.669756734220982, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.44422632578784, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.91832546393735, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.24878024527973, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.53257942957555, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.80281932110762, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.78142539069586, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.39684038558019, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.4829383444758, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.415444781678417, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.423485565891525, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.52479339660435, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.8535398670152, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.769619132003555, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.18921955385605, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.54745242471364, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.862535179531193, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.06107845709059, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.39986593280466, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.05741811692462, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.097142426076573, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.36918840183506, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.902338069087065, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.28706505415245, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.59925229848372, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.6307678659131, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.626189944400835, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.40558275526449, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.532429272744096, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.44586558713699, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.654051575967515, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.676196584305444, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.31652713075975, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.48549531915461, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.507668813135638, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.886458003800996, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.670292717098675, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.23797629501635, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.42266890134195, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.58723510022847, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.95375356577756, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.454843928305024, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.679442064216175, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.80508745969945, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.97822425630136, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.42198593054002, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.086482453348054, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.709135982848323, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.150083107709435, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.33780817912702, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.982989543783205, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.796580390101667, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.53970549653869, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.385014864970955, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.01534401764343, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.74690867454213, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.71690013884033, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0922606937889725, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.254017313720368, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.0637825908866, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.83693820346133, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.214442837381654, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.077989793286974, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.33451016693016, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.005512813316614, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.426912979693213, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.657155760327015, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.663824324248367, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.53934103690855, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.020793898201305, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.35798952040216, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.60677153238214, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.915263141408047, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.60079829920048, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.432064248381863, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.014728352840194, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.15880436100145, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11273558476858625, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.70160059061823, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.76519068793033, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.38674051222155, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.85332464835821, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.44068636141836, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9035642987835502, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.493188546546065, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.410634519568646, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.768310697855412, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.95535361058762, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.975056007824946, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.339800114226875, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.96033713816493, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.7232699329829, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.666874035352976, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.49306265844224, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.741107223133724, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.177909026531665, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0456096518952336, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.13682074430071, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.94743972797285, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.63421979496616, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.43647826818841, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.16375269737554, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.92915243502699, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.256588463933326, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.26628860859688, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.55874166871038, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.449638202369073, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.33055686579405, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.91832312177647, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.936617252719685, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.94482674394331, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.976411351947945, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.09017036609353, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.37158167665106, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.37798037925839, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.09651189218201, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.79853660809829, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.527941494046686, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.500427447111548, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.52870876641916, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.53572946317604, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.19523379972523, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.84157095417167, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.558535325014162, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.07134864740203, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.293511937096582, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.67089654094325, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.755470942667614, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.79010530531673, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.304032117084887, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.11815159829392, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.9618285296047, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.134029078390626, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.934961394036776, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.062713847591539, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.783763048771476, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.71510007768795, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.920344357576994, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.65288846876527, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.636729835568673, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.127317813220884, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.971691938522696, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.508187435984624, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.84574736523355, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.127132265796092, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.896253411855895, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3680838529151629, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.63258115374333, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.167182443542856, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.011546870408665, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.51066444795248, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.459500723091836, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.61942005181922, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.41924959187682, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.450305070820207, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.080837348163726, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.22790788596319, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.371313372453812, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.499514178921544, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.921152092106595, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.05349492042376, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.797629801640596, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.29109574384256, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.830497537597495, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.99824999976215, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.75032909124437, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.11016434290349, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.82112214393156, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.66791672288005, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.092537541977492, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.84190059133904, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.8162428946506, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.88374847210949, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.1091544747818, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.179252225105984, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.62736612895743, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.09515724182896, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.23278578637246, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.10967649061422, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.807798069190625, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.392900174501847, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8031084506482102, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.992902423988625, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.50831776330631, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8891511042573939, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.57118085857812, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.789177309909775, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.61489221104003, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.007903559215094, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.148335039213876, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.349419884322742, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.65341770893558, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.65907767477533, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.51644680827141, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.79552856940677, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.738231336142206, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.26520774936236, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.9170356951325, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.39270813530433, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.35357505882263, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.301443723866356, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.59814370812795, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.80557154956503, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.090171227843456, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.65980209659091, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.91892017057552, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.738321500608464, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.96350699167874, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.207801789764119, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.912173421334785, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.469214877192854, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.59065231186537, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.33967503763277, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.017435969801454, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.13017220019259, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.27142518144599, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.213919447123374, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.70006222292491, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.210176742755777, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.25368339793883, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.49009265557609, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.73888358580949, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.862030641596846, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.978042957055266, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.18160679726277, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.03314685882884, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.18002002941347, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.15670985357299, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.750533473722726, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.51675442224325, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.9181514269585, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.24242971566329, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.78884530257676, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.35089261278489, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.83889203250311, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.767951101204346, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.044455248425095, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.794419660606735, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.38670525682889, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.39942904636888, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.416713645995742, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.66817218122972, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.930239928005108, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.97150464928913, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.76957260914173, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.239496770819784, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.031343179865701, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.23279314019129, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.51525562474092, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.056226351097564, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.83676087185077, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.18318217825515, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.14659070635358, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.368488589711376, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.248674819799064, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6470846257828953, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.862796461436659, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.78175200587832, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.657183587381752, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.0843678227634, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.78880061743712, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.72782110774378, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.44555335892235, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.311980770403977, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.362768517765616, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.787588256455848, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.58262139040326, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.720410243719954, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.07230389895943, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.32138507424605, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.215033012816207, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.986062077507384, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.571996635443185, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.29962344874211, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.75646024530948, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3466773442897875, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.767305921964024, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.81235040025935, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.97537948959004, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.46437472896173, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.597247390515292, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7823931273856317, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.83878462031464, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.751736217009608, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.97100729200241, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.55443143512187, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.136319318286894, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.496903985048704, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.552355791476316, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.80465344256494, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.072615061236178, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.82133708590989, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.714768046181604, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.90865873311381, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.154614766993461, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.8959698763917, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.84086205419905, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.14633355957244, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.026418129165023, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.252605989399825, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.21161541894358, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.519787325925165, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.092852576235714, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.9153276882154, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.78466126516878, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.255237197760806, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.4684280713266, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.209773758707342, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.577486259093263, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.407254451784226, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.611750740281764, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.275890754075505, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.15293437108866, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.39464889246531, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.07687370275195, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.680409615135886, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.791022170845736, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.21017361784676, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.19070554043881, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.741869337531455, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.11390450293702, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.966115559490305, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.03984488872646, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.12109170863883, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.653725075791854, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.591858335702824, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.331179775282635, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.460422472916036, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.86154688558099, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.84289102576585, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.59067595741662, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.307555110807186, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.988851279424921, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.50967877296941, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.305700697110936, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.69561354289817, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.69233334378552, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.666477776654034, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.65591321269855, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.38132590759105, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.95416152414951, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.62728414700135, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.51992102859512, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.53278150390027, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.27002780855394803, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.248931328822948, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.21710698320649, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.67243742426456, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.908867980165965, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.69698638325687, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.230886521487093, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.32422185227517, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.303245756355892, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.04474675279934, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.22978319285268, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.011270216953505, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.346516768070103, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.00253002669828, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.26526442821378, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.46473415356567, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.203730496470882, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.13852681670352, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.34456856517417, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.68897554106641, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.569694815136955, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.019536105500364, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.76485014691224, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.525227929027693, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.766847104183555, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.17755456247215, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.17990607520525, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.00100404303686, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.40945697708304, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.57147336550334, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.94894182109829, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.21792981582547, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.086067970472385, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.75856059020549, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.48613473786719, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5948428788777278, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.726063213428546, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.97444518809485, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.19866738020454, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.854333391201635, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.78669277821082, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.84768303778503, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.03522281370027, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.234742951768595, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.56804516167449, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.00546391191554, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.430936150527614, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.92270307063049, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.38735176492156, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.318375077659795, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.054260239332706, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.95334651296369, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.97734063432446, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.01279202444189, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.51514415039239, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.81520113048984, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.893930763063835, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.15468589932877, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.356414852148504, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.19944410688805, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.79649428132308, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.28702837089065, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.995642417519946, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.15984116552879, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.861713057864137, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.29605272902796, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.395458249434924, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.507189867966872, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.18542386597299, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.276214477371525, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.970590367837616, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.119461588052616, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.066895875561556, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.02742924852895, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.961815864612745, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.08856931299036, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.736644815976973, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.091655441714124, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.61000586786368, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.60160392111132, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.69997805039104, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.704178223004874, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.586739624996994, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.284767798532314, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.39966223853874, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.88787335257297, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.81730414316155, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.65659941274858, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.819370634648564, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.0015837321088, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.617479772996745, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.81350038083963, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.74812697645774, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.42608159944058, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.925934065761624, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.221274407538516, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.58225643161174, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.315121654804216, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.343664360921736, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.737218148326548, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.911442959015204, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.87229682077512, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.8722400830398, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.197660532226593, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.84986718065235, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.8176898749508, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.06118782168477, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.82833274468268, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.65906857096327, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.445129223210671, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.48329306186119, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.404773297097265, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.169226215111706, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.79133139530869, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.27539977993365, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.91915343240095, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.76444272973697, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.919435883663482, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.017668872410326, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.448849929256482, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.46816283385206, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.18832250655049, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.55188415398979, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.76387151220467, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.30111564939824, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.20536861179146, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.44235617390484, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.47571246537039, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.35890320229445, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.353059016895656, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.78767542043991, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.736327119246766, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.77718839847772, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.86074980246934, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.559166431492372, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6646951265597636, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.88634100263059, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.870154272034483, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.920225417064756, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.919823619194716, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.08846344230392, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.5787961850032, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.872502625200752, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.76737400177616, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.27663902589316, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.03276335842135, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.59698145404053, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.95016217969291, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.652390016098707, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.55867912117144, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.1490193028165265, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.7764334954355, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.38183055594928, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.18978745756499, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.3876127421467, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.589385373024214, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.686194170274206, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.20539839904586, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.83975992927978, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.09940372342564, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.80215277242782, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.271074606783685, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.95719116616968, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.76956401090091, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.00690708100173, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.992701929807, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.78262820508698, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.50942336443505, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.106208355951935, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.71889675090513, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.82429847601762, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.755569649965395, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.64067784295435, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.167552384425335, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.24724233944562, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.11081852252397, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.86949077407439, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.74049817704858, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.475140043612555, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4620385711628501, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.65402976963796, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.36133734882296, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.5448545824271, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.52315141049016, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.95808959667403, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.48798754129294, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.006100095807142, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.97625204151379, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.794741205596736, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.282040055631455, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.509106309135746, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.48751365857015, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.89466237169887, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.575513846892704, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.26150351515679, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.22114108355083, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.67192280957593, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.040588792060404, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.20545477473444862, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.60303262562391, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.065870764370544, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.04318493725475, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.1852025293674, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.82644009011635, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.60410452454278, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.00318391967906, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.920486372932146, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.784024764088, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.06912709194624, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.401116307105355, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.95312062310819, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.006095494683464, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.40507626771267, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.05386266587426, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.556904459668317, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.37001886900666, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.41366861261878, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.488360423948166, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.79677752738647, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.10028321982739, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.68355945676086, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.702305715126442, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.59753153078731, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.33773846015997, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.35999164616301, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.65744982228142, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.576849472049474, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.464235928961756, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.570042138516044, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.97088723320107, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.79752350841724, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.63698282951478, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.627660594970195, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.43822649775617606, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.3305167923578, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.25545965107656, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.793847140732538, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.21641713882734, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.62502811958569, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.938374141332986, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.92602917055311, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.170336502189215, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.663466440055714, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.26903130029039, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.0593114318155, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.288567305772936, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.836074151773005, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.66914116535463, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.572529170175017, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.879971109379866, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.43369728104136, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.44608508104034, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.574552375341796, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.91219746012591, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.816061995952964, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.0164267909729, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.889081768456805, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.26208887676583, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.67221691584501, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.40797291225705, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.781422157320975, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.28082556758828, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.0514189215142, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.90003697913005, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.36480628897567, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.013488022112938, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.04919190822039, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.09556768935853, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.67289583188821, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.34032290775818, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.653799362900543, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.7224893537814, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.33534389085558, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.345622644765655, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3087049863881077, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.97681410212502, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.92591433955522, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.11330850472808, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.1049341988972, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.10449221748638, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.155576521508323, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.98746554564643, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.77268345700969, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.429790463155726, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.606104411423928, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.81739327145418, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.631199208822096, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.967325758401444, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.038913658262373, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.526682956206912, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.0364450597088, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.5164236331689, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.201560459549086, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.49218259397324, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.956359824317104, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.473555250712906, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.81829250203495, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.206865211200409, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.7340324616876615, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.28036161274056, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.06886844231572, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.13696237138231, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.604914554361955, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.30500861803952, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.78154555070557, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.14239440226565, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.96101279384061, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.4599540565235145, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.111306504026572, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.939578470417274, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.388542071254165, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.352403275209966, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.56197655673158, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.93005484558171, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.96750812040709, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.251495460775175, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.62428973286822, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.102274868913668, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.21105549670634, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.448133543562136, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.82006270171115, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.95641063582596, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.179569113378733, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.272741639322405, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.036648960236988, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.55312376271051, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.9596441899925, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.668164610389169, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.752120385670906, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.54618206348495, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.67354817007657, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.064507369155876, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.8633079099510326, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5304686499168838, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.66660246579036, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.768462264953342, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.602788327182054, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.07684465871603, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.85261298697972, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.59114943021369, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.939827470251004, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.62131977139606, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.230599932919688, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.13914673313472, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.38582550126418, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.653730898052345, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.2357248481959, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.13285800380544, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.49032270670977596, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.49180025604092, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.494972119348063, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.98769012385107, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.465122171087415, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.48398612993944, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.069688069182064, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.42808701340351, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.63729254296803, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.86989966594638, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.942648901555515, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.11020774994799, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.089712682160922, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.06393702434781, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.2872127857581, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.515900907586854, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.281006401489776, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.46071895977265, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.91081873393003, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.653449307913675, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.622859644318254, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.17827069023663, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.906657818925325, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.48318154263504, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.25342407670004, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.004893553768966, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.57321946560262, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.164901077059284, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.152152853647294, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3612669712687193, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.78203345588548, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.028134876446046, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.1724787024505, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.0206407366187, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.2426299212422, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.49213906698563, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.934344454007601, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.19422889249904, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.18853841871973, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.69424091814798, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.106779311298425, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.11298535558845, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.86191704044285, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.57594456795755, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.44317050450884, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.64375127569883, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.600738582863414, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.43237425837589, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1604805588216891, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.69273013470746, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.73258254636339, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.14918728467683, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.35132660825026, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.874603441978834, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.759555022415014, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.4769018081366, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.31680008935885, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.319910680689986, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.76230780387998, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.542126289783084, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.339287581787346, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.9383035767582, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.47716540086873, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.570328140133924, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.75122473339266, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.530003861691554, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.23200579323671, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.159390892831, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.81455842928801, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.07398374549497, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.444898723145826, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.636922736154588, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.34190917945146, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.31728076827744, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.43397393344179, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.10505797732739, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.68126675247919, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.308334232670816, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.982578205981184, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.512018390722716, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.269933980544806, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.890052289891202, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.20341116807208, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.32476131546144416, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.751112261965233, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.369039953310335, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.421541319079665, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.98871055177429, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.31969914998368, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.89864431393421, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.68921123813493, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.9697047665703, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.55488799923276, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.45108843277907, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.55792222202032, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.61625781075986, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.15546191712113, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.81213784417477, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.83298188587, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.705971895694645, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.76984165229251, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.67526692951313, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.492554439107295, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.89954230555426, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.58799136938417, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.6930820671038, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.27326725537645, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.12768832099829, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.378198247534755, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.34594240512534, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.958633005479555, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.286208783252334, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.057169272291674, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.434686569019505, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.2547558019599, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.64464775675566, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.73703783347965, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.747055318834455, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.32316910558907, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.383977412234586, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.976429041141955, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.343555046185784, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.61396964447759, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.517503462836515, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2083429918620539, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.645627955774586, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.14038605049531, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.547938435454114, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.40588588926185, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.371546616497284, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.46486536578857, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.62054872845893, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.04801580060264, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.87490170808641, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.17266638029909, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.84502262580044, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.29132590429239, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.69193805882742, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.264139765783625, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.297546381867704, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.24797015747629, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.65767358844238, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.250170309160865, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.50542899165785, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.07415492022821, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.465429735809465, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.19941788282941, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.646969781314198, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.26522283815703, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.481085929215936, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.11805631172088, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.84129120307722, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.12607816685909, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.65919322490191, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.324124544788674, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.32423434750086, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.16567840161254, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.503381055573755, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.750066640725976, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.580013258980344, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.33557068280052, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.78215422540936, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.66968133933108, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.7792271720233, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.157566890948885, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.320846782955215, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.1855132772601, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.596514976594676, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.82461648974072, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.52100191268448, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.89555288635009, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.919714520553754, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.86192507599577, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.20025502421521, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.36240433095787, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.54051184411499, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.554901394045196, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.047464578875747, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.662026808372104, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.249699436769916, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.175035829329943, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.09546057335936, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4120823556144728, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3964481902025341, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.20698203098283, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.456496966917143, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.024066575016718, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.047217405158165, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.44692765041887, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.53828761010327, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.77596073947515, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.37493201983567, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.921449544867784, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.15047154484391, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.08369768837079, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.236743663394492, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.745879598316918, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.62436077778462, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29476332744124534, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.26719093841123, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.371255199402185, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.5849958848911, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.45121190419542, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.21963714333583, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.263963643646036, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.59312302830321, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.20049654197351, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.57262084667498, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.91018465249641, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.73070940180898, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.988860613401243, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.29251205651384, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.46217263762293, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.86220265988703, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.66011433956416, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.265676023698276, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.508611219212014, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.492658707126864, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.20835972955092, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.48973011722117, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.00320127309743, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.69825864278073, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.14057645304845, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.66433557742732, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.1627203039169, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.4086005223011, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.699397506692094, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.28346991356815465, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.73529555152382, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.481739598975736, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.74669325103349, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.35096705881324, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.45053787573562, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.33587036123424, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.771472475535006, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.17985121377086, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.49704930053886, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.94607017009008, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.494700379593922, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.557605082023855, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.577991454376786, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.40134272676107, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.51025392819133, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.90947779406798, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.324369168353684, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.719031351328354, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1277682187999858, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.526922500458454, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.23388289406803, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.01485566166431, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.41728211733607, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.9587230585921, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.71626079843091, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.764623940022744, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.5082749776339, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.67197509114203, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.32340621670849, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.445025036617864, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.52411399716942, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.80478937089316, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.48589381564733, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.018680043585974, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.798783162321428, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.62325748113477, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.824032621584564, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.71166926675053, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.64318655060555, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.94968126990345, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.057718235901945, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.34211521327833, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.00678900435136, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.13407310955904, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.409822887590195, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.36507616720601, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.12519953556253, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.1062366019854, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.207952135138314, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.86083585550762, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.52651479030675, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.7564882785531495, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.003232214720441, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2421043475445117, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.967258443366006, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.33096082366012, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.954299313982915, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.22225924192519, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.88435928193496, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.7393235218087, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.33425854545496, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.64281648254607, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.208521025573617, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.558677940099074, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.938684627881855, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.907718484383274, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.35956848700076, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.76668032520152, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.8530864202109, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.43913716789578, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.9726703160938, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.719717536881234, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.19417976412646, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.78612630643174, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.223656927394416, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.20018077278769, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.522307404866694, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.81439946021217, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.71776158548539, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.11820494819969, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.679831099210446, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.185467643227284, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.895945296259484, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.90159447567453, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.07135043079266, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.148861029114187, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.266178026604294, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.245925949039986, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.92324305886689, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.268732143107044, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.04902343809434, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.8947673521952, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.80655194053997, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.610902508971066, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7115959942183281, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.113086644848295, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.26298670198727, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.90852097928334, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.61240283574844, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.517264602930595, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.529157129936436, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.18834256843131, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.23501615694855, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.2290647105025, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.53534369138893, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.74954845335263, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.81444078935172, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.199717610191016, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.278347614908284, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9928169840911778, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.38757371707021, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.841169546052555, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.08413890518702, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.28250075791385, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.95584885897571, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.30721952128127, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.492490165726366, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.062275758637753, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.70829562148927, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.49812240928475, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.030996182255066, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.303848811390623, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.43520559878584, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.8922542419414, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.70603743490466, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.38540380188104, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.282370387441375, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.475854439037278, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.39965012879685, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.036875614426535, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.03203119831255, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.0930409903886, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.61685207805979, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.482882639250136, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.856367137339106, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.14452827154011, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.703212603937004, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.935454476274003, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.320516458148134, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.4256022847033, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.80023495686322, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.67256817570325, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.361778601088304, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.998308721289746, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.4335404861566, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.44530461781875, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.14280564826979, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.373049721309314, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.52061161929565, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.85360181799493, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.612458216183086, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.970733134097884, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5321974710362838, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3034469077088602, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.531572917517906, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.947218937261454, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.197961345749746, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.84959368388937, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.88705527084602, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.42440183165435, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.40261206396512, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.03542954511781, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.353717215041286, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.075250796680564, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.69508661792344, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.82040264860197, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.10117402730694, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.03861901670919, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18164743468071265, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.125914618198365, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.02233139806222, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.958133068258178, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.35092133811088, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.81054448315399, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.28714571002183, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.70069518407425, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.551583401393316, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.212646786996245, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.72233324487442, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.14271725493731, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.67154729472571, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.4584240945365, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.54022804553483, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.04722877103873, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.93038249210025, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.93922239635323, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.92131331532826, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.24391953981839, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.60077874448507, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.69979701860055, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.94399053447323, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.8210381340798, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.91716144297807, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.10615470926706, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.64810341248938, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.485876992512345, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.12943928774612, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.22341437312391577, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.531458986385104, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.74165727953684, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.27022867031889, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.52756864331525, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.58759159865602, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.03331003059671, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.517495151546427, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.95230652333322, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.72218146526849, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.05044205659965, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.68471367645202, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.83613004921217, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.06302376460653, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.06793575199873, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.47228581076199, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.03085456989554, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.860291506802525, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.90990811987686, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10320989014235238, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.119456977268555, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.58424115151507, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.66269357837831, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.3917202482844, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.83838549654493, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.491395623276844, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.88377869802312, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.510813426344555, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.857853847468505, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.764546137054026, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.124628364572914, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.52521552312632, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.610479624346084, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.43493522166133, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.40284942373351, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.713077745003545, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.65379526697296, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.211722730463094, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.153246868665775, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.3001522031752, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.73513389962412, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.538206952865124, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.83587150972147, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.59803794623217, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.80365168966938, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.29452117182021, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.45525473587995, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.99300062720391, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.86018233389167, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.26496723376981, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.035417858816686, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.58803343248715, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0525858838868487, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.656569312320073, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18142216783218146, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.976393233526153, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.155088674682986, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.330389029984616, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.06389479036238, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.33071393719621, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.470336086101554, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.86901058613074, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.20196203356974, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.615415706288417, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.59811689822078, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.2119329814081, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.164660641159834, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.46022631441808, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.549831861550956, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.6515815769732, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.08616029942242, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.05183783617949, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.59650789704935, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.81231641788412, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.57961099097287, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.7351765088044, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.55131109291597, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.64777030279254, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.33808025823569, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.615291928762076, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.73987992652138, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.267512381879385, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.98674969564597, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.58286026489928, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.30061218907602, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.81980046351356, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.453457754376586, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.64777050317289, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.60540503049728, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.47501177533684, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.01031358954697, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.88925007704529, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.37971708083535, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.92066505315793, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.63192977648849, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4881645392305245, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.39463590485502, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.30118330589747, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.19827294904522, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.73280570262398, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.55190600067539, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.36557368872553, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.696692544283266, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.34175044533794, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.49731846170798, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.71191679767398, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.53961372225875, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.21324685494416, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.51229812978221, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.081940296418395, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.40930798169330274, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.46029279872889, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.438644934368227, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.718177894902766, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.59066784543174, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.619794580754245, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.01336478471407, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.70496985727638, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.45152127465036, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.001096012044258, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.34088489881, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.817394963015914, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.530931795638367, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.551867949570635, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.014514302354854, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.939216891718715, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.33581247476832, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.319078349856696, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.326123773511625, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.061553019092798, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.37700367644018, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.4989804452548, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.29580105536655, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.41948012592381, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.05503453580431, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.10279624238595, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.74079642580131, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.179351024115675, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.125300576188636, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.708943508078676, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.17823750885191, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.548623689390695, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.23174666324462, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.69315561276332, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.96300573788608, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.26654357840141, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.27390985593104, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.72188455608468, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.575280232152863, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.33100840152238, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.36372217231441, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.653438614171876, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.70485436373875, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.21827614832793074, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.238137450623924, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.661429822700796, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.25454957868155, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.14191122625962, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.50001391067266, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.18647331391253, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.25367588621364, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.840082293411015, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.6090440824904, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.540372686724794, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.92075723531808, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.225357121945464, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.956934448347738, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.261972370848895, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.37979157980621, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1138755896261614, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.0810375374327, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.46242893946268, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.533795050455552, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.16821992801982, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.268062099784686, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.15518993565536, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.750411296427416, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.71081894750179, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.794381617920806, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.39409648872412, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.359138068946834, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.15528370947038, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.56531117376308, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.52853406432122, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.085055357479774, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.100873230749556, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.4942246679077, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.16533508038569, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.91362665351821, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.81822659679932, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.81700993488886, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.743632267850344, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.85871282617205, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.590487735980645, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.34698844376055, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.03946158225702, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.41020822473678, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.453079905102726, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1769377275983004, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.188267260666706, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.82562330165533, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.744707725242, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.56213578571911, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.65900185341073, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.59687565414936, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.172877950946486, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.53001703296749, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.868390934379335, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.01927446858856, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.68940421530709, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.96260887882195, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.33597127350458, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.5897446849539, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.33749277709349, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.01880085581789, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.22497332943229, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.013088012012446, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08434357522861546, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.48588950472785, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.79620366446642, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.11304225290647, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.282141633829, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.356913139576193, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.10035829795855, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.849929772654036, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.33938409023955, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.89327452875814, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.09621499293979, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.597025144745714, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.358478852503026, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.35968394443393, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.32773458622901, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.726240632659845, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.503243056849186, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.625024269296034, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.414658754057854, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.49179536713817, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.80064784295493, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.4370134039285, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.899369971311785, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.13317732574362, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.1207088572135, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.33955210749373, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.09299893704414, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.39160332232336, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.87084872143285, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.57273285500483, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.17004663200342, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.052048658627015, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.47796760577276, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3919318402722638, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.161301114615753, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1366175650863397, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.78497049387778, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.8535962351927, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.52315981715566, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.212820894580233, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.669041896215305, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.100683815795364, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.30068798621477, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.65817703356777, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.77953494703817, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.57482048183809, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.386652933091625, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.38858861927661, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.466579323890954, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.17658775515457, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.246876824201365, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.65283629372395, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.04398484684725, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.32059862150385, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.788909336558845, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.28663120637306, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.13309514769169, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.7583705681713, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.65971949513208, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.71252018041497, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.7089231056527865, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.224151538836296, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.68311008178273, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.69707687659228, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.13123256700405, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.63270192241603, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.50463383125668, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.52986665018301, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.896251722037434, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.83700700283811, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.980264609075476, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.62225292640214, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.515544734825596, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.80146528747004, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.96294546273826, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.58414081081024, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3984102639151672, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.50517409793491, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.26189812044311, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.420815624734345, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.774332369233235, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.484337931168156, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.99165001956746, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.148597878509094, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.37518523626618, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.68399797667945, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.71887388354696, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.222678710162356, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.498759238004254, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.64877422475118, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.68289934524543, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.23823509983566282, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.47089367634872, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.784971669754242, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.16749203245814, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.3830886246422, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.425605004159195, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.596492515440275, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.843413577486345, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.818765968555454, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.11846799662652, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.030903014104155, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.48568691630899, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.5350920321068, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.49331820956286, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.03486761905816, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.037317330602406, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.183936684460036, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.28292336984762, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.02980936225788, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.238358704710151, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.835974500863557, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.75601139953989, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.39970046083387, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.09140158358406, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.50782663220936, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.532168920341803, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.12752985791781, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.61553791984757, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.17298291438658, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.99877532125821, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.79316758336725, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.154548420759085, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.6122226625192, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.87188387550307, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.657188568077316, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.878443409711565, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.03186545082957, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.28307577985059, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.61541481063307, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.0961805364381, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.785147626441386, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.112003302982743, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.31017034723084, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1496532312171155, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18839554905252953, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.614885188198826, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.39284913975425, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.87415499004416, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.01232296084322, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.35683173304653, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.03014286778733, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.10684653742862, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.10115574465949, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.49787238098088, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.69324618402436, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.68005360784221, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.410205641044655, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.21200539259459, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.65175799441927, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07194454108372383, tolerance: 0.04949077653975957
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.03608967286682, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.70639988957271, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5871755842808568, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.90628114174442, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.60159382794052, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.88204525123703, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.74214349012769, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.69633221271995, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.321649603002555, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.938717135080225, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.39363835131044, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.45691333879006, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.61664752295057, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.43341004835503, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.9843502213956, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.179483908843935, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.941822335252056, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.25606590514735, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.50731700826863, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.87683043104943, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.84879808514947, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.416838879607255, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.81754280664531, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.16691983291493, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.40246397369526, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.3443310773055, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.194026247464365, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.679646030280296, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.14082031730904987, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.71255313666239, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.749499959981165, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.1721051678409, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.464839066691695, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.66941313806666, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.03748893330737, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.738307544861158, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.93063518877207, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.5687607706233, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.86348176469849, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.52116015581083, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.95004059808085, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.414210386324214, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.97893556749415, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.11299328576712, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.88282510835133, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.43357770008302, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.03556553313926, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06959674094287038, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.642062494807504, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.88067824155371, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.38403737984524, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.095054259572365, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.3594034860010424, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.55673454074159, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.676833318817216, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.00772225022672, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.79217059160641, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.32750018919245, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.87815441592244, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.03810359171189, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.05622533849252, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.16728553097082, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.991815004616015, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.1793312343535, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.54030181981082, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.450082072614435, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.73385147197297, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.15786140530861, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.061085346131634, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.152734120801256, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.24980669465708, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.579199427752144, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.75354813615398, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.80024186490172, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.186593252870665, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.75186882103739, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.24405138793742, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.93756153672797, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.925236244471094, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.207990468207925, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2271577261507502, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.519239375124357, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10181597688620059, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.40377005936415, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.437214561992846, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.524893297725043, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.547931580613806, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.90828970344103, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.638474325332695, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.63535663823382, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.02021445800136, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.7112406132687, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.493437120368384, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.47067958140687, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.58081986892496, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.38520786214974, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.660098547034124, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.65646567671939, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.14419364537008, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.95366871422914, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.90509871459133, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.492681235226854, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.91293256333837, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.42660501460644, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.83178173632879, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.56686662866704, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.949718146597064, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.5133146305672938, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.582523120322634, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.91026530861612, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.3225545800513, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.552801040529516, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.8987923708238, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.129789462385745, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.370051292546236, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.019452861748306, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.95071139461723, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.439756702889895, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.1162646976684, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.94570438252637, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.82943832048679, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.939249589004426, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.47150143313486, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3836162529934768, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.4585648907734, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.151124428127844, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.57991705034031, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.743276656071885, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.32223812257479, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.42424205546931, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.550326201337015, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.34136808474584, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.79287580569917, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.57117417037446, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.80520963201707, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.680511800796054, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.625903602808336, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.0926662078777, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.14977790500290666, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.423881328311836, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.923797981753324, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.44681298983528, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.46562669027034, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6207050422015641, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.067835839299676, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.91360882990686, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.164644838103527, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.05484680071956, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.58248179990338, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.36325739446794, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.331416664456185, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.274722347693626, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.96100391580525, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.007636691516595, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.9371729693659, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.179947031351645, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.577609862062985, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.562043602445726, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.011673548162946, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.820951851183935, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.41274616976932, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.64462261967168, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.851782611929224, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.815666490706036, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.3215648024715, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.0131628624996, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.085869433366696, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.19779539640095, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.282796544638785, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.63003134711502, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.827158142540725, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.913629863879095, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.563263785586997, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.285711268043656, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.72400046043293, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.82492220555494, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.46720947892453, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.81872914445589, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.412137053518876, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.873258146083145, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.79767296397529, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10855700805080915, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.14794359951784486, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.407880845053256, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.37594040489236, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.4124458712312, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.39851486418627, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.40823508480929, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.75419886614341, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.21943285105657, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.5164398192631, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.24370782031903, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.39811738710034, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.064533947069236, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0514638511525902, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.9499116622479, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.857565172606584, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.9829553668016, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.76873212859516, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6705165860125248, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.56613968395064, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.817176298812996, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.47988856726238, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.67587519068016, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.52416963981139, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.797817707259725, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.3677412930309, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.25963170541044, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.59215197486051, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.61588505367422, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.25983075686693, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.75618056424705, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.17312360869482, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.29170145625734, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.206032444417986, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.029824332866525, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.79093894302346, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.80161666511205, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.9757263806118, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.703016080690986, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.6520002011718, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.28692094184731, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.56920717782364, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.84863206468748, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.817223354779046, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11260393589350315, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.115860983586145, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.527404773678114, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.55384062245261, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.030540028081703, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.62296180083867, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.364748523646284, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.214599211309547, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.16941043877932, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.492884048882203, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.593068845449494, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.19171847151489, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.81021453134977, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.31342551322879, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.246066802737175, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.80499281503586, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.63125976343598, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.499885432309725, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.98342135871819, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.05791286760012326, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.60304950578154, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.847155341364015, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.491778147299385, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.83613442303931, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6506016598538054, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.87248409208405, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.37664338277773, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.52827051035496, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.56684321771327, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.46631216228154, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.98309261639733, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.57668969863701, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.70377225305924, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.95652547827791, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.202159893058464, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.74987503391043, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.402410389264986, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.333143575412436, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.885054053927945, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.383282479493346, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.61236164215913, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.3056258686789, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.20228838939437, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.97733245682389, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.055874664967746, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.423656953223215, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.852223745848335, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.6346598210547, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.87726974069588, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.580047884542466, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.66784794890248, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.786835472280416, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.080750215804045, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.735429106253292, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07652716550353489, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.845284427035864, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.91544531612857, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.337954189963085, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.012722830447302, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.05624882346429, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.09104150043673, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.87865558433882, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.29510522137255, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.42376289939713, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.358029439384396, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.470853130605406, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.742520304934175, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.22374165881003, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.011895038418885, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.89649378392343, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.564624822959274, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.78486618733743, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.361478688550704, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.914972045161903, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.46351933960776, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.6237525271675, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.780694841140445, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.37679132819207, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.06014069866134, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1792891158484622, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.82504167758526, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.947809775518294, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.868496898846615, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.85786030419065, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.10043596573894, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.69871641363339, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.977319495323, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.02855315701858, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.955207105662325, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.85319912773224, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.5025640693668, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.19633995945753, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.338307354873635, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.854116409347526, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.29844664164486, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29722215495263526, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.2674682213985, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.97408014942907, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.679383564237625, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.645137705978286, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.07228489681546, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.679041964850114, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.903493255116075, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.245420098369834, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.82724985654244, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.28220853179329, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.29283388638204, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.7668189916411, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.45836047436151, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.323909516938414, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09990571188149033, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.3232919587536, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.86992468325067, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.569968133097035, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.83440125720193, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.33228543131912147, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.437225779764674, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.92066324627082, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.489366093170304, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.80928915264741, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.006644577279076, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.121534630705526, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.93565659754731, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.90941098524107, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.79962236043667, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.859076202828916, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.60192300436839, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.01543448092086, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.968688131436124, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.72978565600306, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.68129510752709, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.70980588983866, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.34190827166418, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.08959441408206, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.09606974808899, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.70827148913665, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.33835318827212, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.373076313148445, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.87124540045201, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.31281705745138, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.657922752185556, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.98554832241825, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.88817960111854, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.82693441217498, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.700839546610581, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.50380624766515, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.35450815751042, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.34753473355431, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.13596556629838, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.500934425462674, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.4701471223168, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.861026779187313, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.17633518330146, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08232721670754017, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11195703552161262, tolerance: 0.04249976762027309
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.054327028704364, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.2101890544773, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.773356356809586, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.66899104098476, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.349464079695096, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.42811900237572, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.19249541070158, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.85897738419911, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.79499940304555, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.040057632957115, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.38373761764224, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8081419422947818, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.483696928254716, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.22657402084222, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.91485728542654, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.66305704864402, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4108468668723617, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.14098835339959, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.908903372453665, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.95935508055999, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.551705213676456, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.2084449239708, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.225850834967034, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.69118171471504, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.96974869555882, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.57531092703013, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.56624932351808, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.01301177942398, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.4112388004288, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.08785351542636, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.5522597539522, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.027465934109046, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.48535719176198, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.57323673823963, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.681088569087066, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.43062329204005, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.51993403487653, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.050590797699925, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.01333780557846, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.71979213826225, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.3841911624053, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.872829375165324, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09042742313292251, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.41049008946847, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.17180263978673, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.8911006117577, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.7545507918121643, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.52331444142504, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.58711440708467, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.497806424345299, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.26025977557791, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.052684809539016, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.21719657630423, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.71194216108569, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.55375210663021, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.05478176465613, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.4003493862667, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.418898450460105, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.27137406321698, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.43629686871523, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.86477272575442, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.048549685294403844, tolerance: 0.0480436606829881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.38284798167035, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.70391769468816, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.450463357107765, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.510342928024926, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9511000772944556, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.05815420951876, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.9600394109855, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.91217091986647, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.22817932029058, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.51955630252799, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.92575704515349, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.985383360125326, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.30691799451783, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.69787645702218, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.35955571073599, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.222097172975424, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.2137128280188, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.077127099189966, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.95048448485528, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.48694182079174, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.09521252372056, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.365762949758775, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.00090454772382, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.31845344859126, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.25547918349652, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.98125629572091, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.399023983698925, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.516910151595084, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.47346896146668, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.10844468431799, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.291257079934894, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.225764659644256, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9557350810120511, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.81560649683462, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.058833197283888694, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.12233594227257, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.296692305871034, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.96987856467524, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.576959538481418, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.11975275992219, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.46496800525628, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.03488812436953, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.48950521504962, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.93131498699961, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.172164636240794, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.39317324380633, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.87472278501853, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.985888347808725, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.24209756960005, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.981506423131606, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.91797533057381, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.542054485511045, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.699814905319215, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.131149695825627, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.94278569401165, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.73157233418945, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.34133478895848, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.09611233141172, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.05293433767663, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9874531698994247, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.96048855140769, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.80275326500407, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.33955138105003, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.055448195190024, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.23923804034632, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.21443976561764, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.36153235464218, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.93002564169183, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.858084675012165, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.2165415631444, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.79001040070672, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.282602888357616, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.87535124395784, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.71169431689795, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.06890383476198, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2221008197527965, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.94329648958593, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.73532100777105, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.72319226038037, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.484731840795035, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.74031437499181, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.770379818494916, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.2115434074218, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.091751127275344, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.925805731687973, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.863904523344786, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.69047343254951, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.76491681442694, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.15901169800031, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.38933410695597, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06948548535319787, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.172777951450925, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.63969961287154, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.5496662554701, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.419590814537685, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.15207463812384958, tolerance: 0.06880023855339396
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.713207696417186, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.86911340060364, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.794871328199463, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.392596240874013, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.31547578240989, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.670100847127969, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.363146329567854, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.40909286782687, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.55655601677496, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.59940549034181, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.18374364772737, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.79380139093634, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.206838990452724, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.734332316424172, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.71192248756529, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.4368474681861, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.19326719892294, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.43542812284477, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.2486646107335, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.057156329922975, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.19184933049925, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.695786497271015, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.53585034508066, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.34981733860465, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.92796646225935, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.23025478966173, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.8055296978778, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.61538650754346, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.606008666853171, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.5469151611027, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.927075272209294, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.85108022784183, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.622521358671747, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.14480466562381, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.347656495801914, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.022200020408519, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.45445828186061, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06457619822296579, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.56635206571451, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.91187403280179, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.972135263502764, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.8327942883341, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.18819764359935, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.05500209241602, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.03897526078977, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.13233572883098, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.167916664135504, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.62315187887599, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.64117274703294, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6380172737956968, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.80972834996254, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.99050500146157, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.82576199604338, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.4019069104518, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2657446418585323, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.64657085934323, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.90407573749573, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.32977121365545, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.369740616194775, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.761541322861035, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.608347181087154, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.917762176010825, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.535635860029544, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.41927870679871, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.47069493909754, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.697022932904375, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.95905660432695, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.92900755030425, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.73091284236784, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.73036266862087, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.87762421936877, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.234960489514336, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.49213092871405, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.78926829177891, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.272522486916145, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.36695876704938, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.59338018184471, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.801084840101424, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.809807235863374, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.85259119968498, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07288904295839416, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.60711742899467, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.69372189286236, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.18466759236154, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4337134828991793, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.373789495462916, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.71205705900624, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.059145624375532, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.21569374528747, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.66948938806091, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.744294020612855, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.09175866039436, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.19015602263114, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.64138107972448, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.44984572322696, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.959457495030335, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.80956089275155, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.25393158416247, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.6800469709068, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.99425386521088, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.45820749776939, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.272667273446814, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.12203754240953, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.671262640885459, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.12302320238143, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.43643587253183, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.169404876604176, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.78578554362622, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.49328802957584, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.718787296626715, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.27403883458021, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.866237538941036, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.39326483311899, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.717920716442336, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.60344686588385, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.97670368326436, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.69370622624575, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.93457073946598, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.47760925884842, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.513473441427735, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.339895344140714, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.65875203416482, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.60550203702461, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.3601834962697, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.47630029853785, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.836252667913215, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.39501372067866, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.03390327598893, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.53233329226859, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.8054917284843, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.53620691899283, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8502606618995969, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.76701468148468, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0461626422230097, tolerance: 0.04494610587845563
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.24734730464479, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.588201825355156, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.430652449735504, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.04614381056294, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.10478379854689, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.76616921450196, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.10858920277028, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.60925694670442, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.24798605533604, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.938984267108594, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.24291320136918, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.97834424635132, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.67658660931397, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.35958168463024, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.92452288191316, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.65539386864138, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.22833790209384, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.92893863672697, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.462222257549797, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.35458755887352, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.75625328273841, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.907748439587294, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.730639431942976, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.93612372916185, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8126049260317245, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.99655834125804, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.483690724468318, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.739801171820176, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.1535313567437, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.31429152180618, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.6796367978708, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.53526235588038, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.730000999239635, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.66598312168985, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.52756283719802, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.986352394809884, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.218169367801494, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.445292053955995, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.51598761852621, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.78634982588824, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17106950736300064, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.49626635995253, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.438845966678684, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.71241359067514, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.26627592572406, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.331449330603604, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.71119896125148, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.47493953183016, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.884276270996494, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.739737142664069, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.32682575840593, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.00245248402946, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.68114247244412, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.739158861085556, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.30111511485853, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.049821816140024566, tolerance: 0.04975168289590932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.975605018658825, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.249236320204545, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.39746574378407, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.511751170592674, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.903244874319, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.762989177432374, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.083520268388042, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.814008251864124, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.515964537977084, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.411974265849068, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.62830295442561, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.78406143545473, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.23691774490493, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.23544174950635, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.687515796809336, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.51865872523216, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.29827235418773, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.577494652594282, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.01854324286643, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.014762468418695, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.97214935193014, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.69009558902614, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.31655155189965, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.764853730833153, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.89459235855611, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.98059316545539, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.08620346357111, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.31410686160396, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.10117948067453, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.372181228839224, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.58824749172558, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.288411197887996, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.403328760655171, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.427944606694155, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.444937498499115, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.335736912550566, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.93422957551789, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.752118156243455, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.90621511451201, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.318508328305995, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.6393351638491, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0519706285143684, tolerance: 0.04301833689851093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.95456914273848, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.49046852067676, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.025452364622936, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.89783550325765, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.93115009562109, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.63759704251079, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.77020879506448, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.253484983595555, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.37735894070525, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.15096146026093, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.84125018907122, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.515722044908216, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.935642086269866, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.35706249070023, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.7122753969138, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.996709876042445, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18111759484355616, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.0901635895751, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.81183400170306, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.59932155982992, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.09463279938197, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.19430777177135, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.947600843939696, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.05510021135606, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.96787108690373, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.135592708899225, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.33194344159314, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.31548706295308, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.40809342773521, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.70130149100862, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.83412912223942, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.324215836600104, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.20988551978614, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.786027854872884, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.239072557680544, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.0596901613022, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.96453384892382, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.60487372341211, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.03749583826007, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.81744327768186, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.133626664592484, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.76187454493001, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06260379479996914, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.71106674963514, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.10288198764303, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.43484301975586, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9908909809641955, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.177351909686436, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.746176606152574, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.590109650654512, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.04634203245996, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.795617537395742, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.18186605431926, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.34016252167544, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.72789967057764, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.08225587892258, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.401627473030345, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.43084432771454, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.25144801496481, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.962708487008186, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.43172252453394, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.4488142746244, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.116382654877356, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.969503336233345, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.675057591792324, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.42180683530764895, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.0752692265126, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.81413605491261, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.30885744027876, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.2481489739349, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.39282847754757, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.37359263573788, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.45137325656211, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.38387231079911, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.0444110515576, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.616835492694094, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.89964118505222, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.69324922229278, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.19315117940539, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.84088251135506, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.36298782638448, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.870513047917626, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.23396841428382, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.185817803172284, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.3689410691848, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.376859807391924, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.91154828675437, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.172066684657125, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.26032198202137, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.55974960259945, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.8601000703142, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.219420165615276, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.73217612486508, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7508384972878162, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.59577342080965, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.23199281409924, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.796324878149505, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.73116649075877, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.509963670142923, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.01662869572222, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.99994484215682, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.10357952559033, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.65951709695328, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.3872215748556, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.66126651421183, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.02471906273145, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.05420607196454, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.3001667944463, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.37214480913711, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.737141143740956, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.27761202186518, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.84629061996495, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.05663668672349, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4640420107858176, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.702327651699264, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.70324754273119, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.133599683784496, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.285475151509274, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.71676328569126, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6691988874121648, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.94001499578522, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.99976745678211, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.07284572187149, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.15916243673692, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.77852218001155, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.09667025986127, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.5120602345481, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.433963273958, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.38474899914988, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.802364631368874, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.09837611336133, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.01528972125911, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.03807675818288, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.270522747104515, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.45387638015909, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.13531954400266955, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.9354984167356, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.08818161293463, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.6487036804687, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.993491642997554, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.19907724777201, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.5131292869348, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.69471652603882, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.626434478673914, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.527818381045279, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.68032431741014, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.23257660317337, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.521057270875616, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.20872742201439, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.07058037287027, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.73470339683682, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.71061647587439, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.12380512206275, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.631249482433645, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.01387282336229, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.60586833587928, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.353524906441208, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.083904502703604, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.61815920087719, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.022716714874747, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.74439539598069, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.04338787579928, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.84520630561764, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.77316241534555, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.11751823481893, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.193483216332666, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.250291550158238, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.26350983410967, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.543035589876126, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.454808661545286, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.68323305271127, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.860588111197046, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.305851922127346, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.767626357534994, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.45778068826132, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.22151647552016, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.52826043820107, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.21039521939761, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.1847848789001, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.418373315826045, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.974540559240296, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.85628581371731, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2935647835399777, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.15853838915987, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.91095293727315, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.801688238682175, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.08697204865763, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.32445016051565, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.515501903795126, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.7216787301723855, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.73738123711394, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.22828687471295, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.95408963460778, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.93961428414315, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.8710432465974, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.58422286769169, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.17835366803046, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.396257953839154, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.166101306924716, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.43688606502491, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.62663541828342, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.98878178263132, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4255649300537243, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.87628543312675, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.355052795304815, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.57256294767413, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.457787874915056, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1286978822706999, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.47332039891734, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.63682938884074, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.77523323548874, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.99376651907221, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.51626863537652, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.24563456958319, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.10988337245527, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.27603242618662, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.73453400815302, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.15238855706669, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.87158520867331, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.76591460074968, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.40891246165424, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.86760719595219, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.81710157742947, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.70762852895079, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.235222136539974, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.92572320229975, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.24731625751883, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.59929711714119, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.81462150633311, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.35502839900306, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.77290210273401, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.362905024643936, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.6053811983175, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.05426747587020486, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.72888676507297, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.40788147505769, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.6394230270454, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6599721077116669, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.93662249487757, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.69533185700257, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.062062993886911, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.76164002437838, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.998714491044808, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.53670513716492, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.46526667504716, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.17450789220473, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.38708098671077, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.26192789486424, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.83674357726255, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.5902010981913, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.5714426833038, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.125671998570695, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.756946066656525, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.68404152795637, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.550799456860545, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.17278942154557, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2664464105223203, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.922114665473856, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.10047302630326, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.338436462142596, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.622762056764174, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.22287721195764, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.90041203510094, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.52510158397068, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.861944822099716, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.65267468728842, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.211048398962944, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.11923950122872, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.36502117194165, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.58448671631501, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.67231021283152, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.14985584701668, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.169304293178484, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.053211948582145, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.59063421307749, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.542417041487127, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.31155407177167, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.289493354003866, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.41366948284903, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.13467024455235, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.05205587732388, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.09914096766296, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.540880973811625, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.82049451203963, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6352075125844294, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.28751951643312, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.08700388047174, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.926412233029964, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.88236304464684, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.0599065812859, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.85994914128639, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.171092493339984, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.02284290082216, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.644839974514255, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.3615430259903, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.341479880368, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.74270912478117, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.103043298329695, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.86044783871968, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.28672427738212, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.42968044224483, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.53707583172351, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.39829067397412, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.089775283887974, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0249593235099042, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.98902169151252, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.577358016141275, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.146749642333162, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.765109389750364, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.40107271450235, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5544062761470627, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.79682271769366, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.36133096268199, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.341858986972426, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.07854437988644, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.8448168699353, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.46764059553007, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.30551915054278, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.04784470950811, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.01951467428816, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.04106332586022, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.13206540176206, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.68489995600345, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.648041658667935, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.97841948518771, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.074240036360294, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10955840420388085, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.2691155743025, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.68644277219394, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.53533601468533, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.669661041523725, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.34063248245417, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.18657838019638, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.87234716424807, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.32120116231768, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7942090703237739, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.93267809752321, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.38421551352346, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.28955327530204, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.576436892400665, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.708139511234606, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.45268101599135, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.03278281604699, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.74000525931194, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.49517324052715, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.05084777727046, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.400952858185775, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.608646791616621, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.2142568685974, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.62632038353604, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8117524885620355, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.72349750091652, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.19508248858958, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.385391458207536, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.21785571969599, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.477524043395576, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.8213484312174, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.070687558021774, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.800773958052247, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.24376771589121, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.766963652492535, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.33065034495492, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.95307055707474, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.221958310713475, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.022678757279351, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.89142116345354, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.428425598643656, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.866319112426254, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.04285198484529, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.185141704845364, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.37506758577072, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.852412718965525, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.32386322293635, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.22119337085194957, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.749176685353035, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.32764245967937, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.24912008721923, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.08196421251532, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.8632057531284, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.822546012936755, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.210442865852144, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.75428321222395, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.39570152470768, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.31071360366673, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.72647497171525, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.75851707227093, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.152620638739066, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.67945323416113, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.92596386474072, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.26154215989422, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.35872753446105, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.05292668994491, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.08852620263829, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3575669458853099, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.642838400521725, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.655647633301186, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.40603729254636, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.794427291618774, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09437127784701715, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.7973572510414, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.38329202220359, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.8638844373497, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.89409684009692, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.73582920464756, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.5042531917115, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.08798995463664, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.46871081260974, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.22526986097088, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.93427328738038, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.3682289501905, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.03924810175211, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.05555452163878, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.83636110268901, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.21630520846165, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.24724176983723, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.590334489547686, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.55545476724379, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.35799812686719, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.17976781891909, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.062599555609296, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.55429746923764, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.670957131538216, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.50412177183898, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.3872731440502, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.04715982915175232, tolerance: 0.04381656144545302
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.66634198185166, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.6163245694365, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.79783761736903, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.43508779339515513, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.653941530925096, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.56472520869218, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.521595510415835, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.37038151945029, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.963253770559163, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.81492769500504, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.47437778722025, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.536666672592105, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.56982950044937, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.03624505453837, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.1804212591761, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.53956594826971, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.088022378253044, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.768198669351904, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.92797632425237, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.944130138987106, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.02525028067765, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.61823790399066, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17691101024166755, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.66993318803793, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.30195652929424, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.26519129482102, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.91630050419184, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.98759444407156, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.30839845607332, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.50205486209279, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.30239216897728, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.21938187742288, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.69865924243598, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.266672657485174, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.99352233267436, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.87569714510636, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.42999894627923, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.84419601306999, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.412480356599985, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.80226395114671, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.88117054461901, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.293183466032787, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.16959947150748, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.30703434697962, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.56743873815452, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.019389845453276, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.511764275753734, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.25597388961896, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.77680348555717, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.80867530963312, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5468217528624564, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.83689005325519, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.82219822031243, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.98348912625545, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.89478492906986, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.68081054393349, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.63888615397792, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.28390594990012, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.86959333869572, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.56925898625845, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.18249057489953, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.9818203564969, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.400537616181964, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.27877410089659, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.36080339598749, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.109433000177475, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.011334281420886, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.08995703449722, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.88673603739346, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.034437098524876, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8674270587953288, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.21735093964142, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.382859527103605, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.339153239760776, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.17353390805803, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.74853993467346, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4625169578998225, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.57225080929565, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.57918040623957, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.39592614384094, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.91716866320664, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.908913333692254, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.79442168712784, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.92873957330676, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.57650666793438, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.574835932750645, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.24379505795912, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.09269557023396, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.23676652387505, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.27136065113393, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.64243964460299, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.649900911710574, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0905134956832967, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.50440449115098, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.23639719682539, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.375272364944465, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.297690564366164, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.21129566768718, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.74084363022101, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.00914004618201, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.971350521434076, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4380921466046743, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.09122455826072, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.46035386643986, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.990961157831634, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.849999359576614, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.223242194157535, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.13190294345324, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.22548526799687, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.25486632913854, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.806600273297647, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.01924388985758, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.15108991920047, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.846562195292421, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.21562434845907, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.54696871481812, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6417876469441524, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.57652310875753, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.2462303164308, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.8609859772524, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.59107011536531, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.77087303029394, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.40498003361161, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.76711813347035, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.19717217097926, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.089577809462952, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.96009247196298, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.91805512831512, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.97297730402231, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.06963180981586, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.501329756952543, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.204410569111985, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.60448964434771, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.10273081451447, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.8151799674325, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.11100132802986, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.24776613478585, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.871013158957055, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.70297162950058, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17160724822196016, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.20925103225832, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.69725967090379, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.67820383935141, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.93383962862271, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.36963999838049, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.620561532144194, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.768522994161941, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.69507221443493, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.46404023868573, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.56750246086156, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.39862107471836, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.56564556360809, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.64094886772723, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.142837290225515, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.36711427627975, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.38416102397045, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.15385960140199, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.4322880213349, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.14308013525485, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3052151365387772, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.25032672817332, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.340798389719367, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.21293296576002, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.014956708073015, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07087838778738842, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.0635934818254, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.05499063225989, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.870932160187095, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.79067331853852, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.86037045064282, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.72505993102318, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.99460203369246, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.553615104435266, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.615966137099605, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.67963548303891, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.80773137143149, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.23411604995036, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.6445352388869, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.7448418619516, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.52855639552584, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.177066057790952, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.85826870603455, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.13126374547819, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.39687209058371, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.70856924576016, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.790376754634337, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.64275531699036, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.51473501329514, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.563069539856826, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.11121356309897, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.52854031783228, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.734953105871114, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.91893763972853, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.28392025334699156, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.33138866178123, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.35899473710592, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.98467752520773, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.880400468698724, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.4662905815461045, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.02205981992816, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.37406506058065, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.82034185492634, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.63627392632662, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.72946662373286, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.568809123607465, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.89670460399239, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.51942937907258, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.35994209700672, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.9702601787597, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.571430680424896, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.40057762160484, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.014077285108186, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12285760070398055, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.32440519666409, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.42438711049576, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.09541962870685, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.13466501927023, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.69067619739701, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.605752048823064, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.38831359556018, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.70686765690165, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.74575670228006, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.717328192804487, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.3456172235598, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.579730802418595, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.073839895936686, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.10880721664407, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.22268311903176, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.05351208274057, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.485235238817936, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.064801033766514, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.21290386407874, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.955734066431006, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.66146820129971, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.63903450755069, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.953256757887715, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.939721625025555, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.33635784902725, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.933315228801504, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.70453757505584, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.47728464685866356, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.29473731396325, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.446448646039784, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.972024946039284, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.77832161995414, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.360264517618333, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.357094835460515, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.342236924375186, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.64576279487449, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.436369803561774, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.86054919861621, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.584250279929805, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.00147177247098, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.740692684230666, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.80424359188703, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.84569218608161, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.490284156130656, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.656082514414578, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.393921577235034, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.896024433889295, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7426253391752198, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.38970609302599, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.12353291130043, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.831865305873691, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.420730275981654, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.501782881960906, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.38845184752256046, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.270963907956826, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.66251310370714, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.69240309406308, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.679915024665604, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.96862685841782, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.0786911636348, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.393925560033864, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.023444732773, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.054743442740175, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.410640167261164, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.98494284049326, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.68075996506647, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.905498354359935, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.265042994614795, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.18306589306755, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07610407882788195, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.647838424438106, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.74050521613442, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.17120830017748, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.88018460258763, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.135777679270262, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.18422918669077, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.10626806775332, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.579289505493634, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1150516239941908, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.16247251496239, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.46365552979873, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.62910606890739, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.03623054217002, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.624430926446195, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.77452055049203, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.29733424655652, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.672987968011896, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.259963110193894, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.92355612489655, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.85884854909531, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.070899771186163, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.09699565113203, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.38667336965256, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5123632038347239, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.31327914247882, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.20311713987593, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.27511401928159, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.092843714368115, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.000530738029, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.94631274164067, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.34693406336274, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.46225675164786, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.056520430800504, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.04206818597419, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.44868950546446, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.92511286354849, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.85308057066027, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.186864826770972, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.40470716640914, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.75001226967517, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.23244425598293, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.53067756881381, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.96414809342397, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.04135383619658, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4299658194109384, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.00163341066036, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1362731962798307, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.54720765601792, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.021820659704645, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.08911031520834, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.651580510200574, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.844875963014104, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.780965680669595, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.383334476988125, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.56422491908933, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.4397136931924, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.73085728837097, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.965659345626705, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.297205284739, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.424854096675375, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.57028637828249, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.72658239657139, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.827758031162347, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.832129477664125, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.7668894223691, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.15411332436213, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.26414796935966933, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.702537579352594, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.3191724444807, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.99408495920495, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.1268718835463, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.054254369381197876, tolerance: 0.04853026962387099
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.27321446152777, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.655216737725084, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.80140751859324, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.282714752776343, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.89641309319845, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.90948851931927, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.83431720304408, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.53765569158975, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.91388663250376, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.39033471040719, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.19215854709303, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.3558818418738, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.17881924309842, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.597002835960836, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.75914972517762, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.265787851578267, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.04517053746184, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.65582156539712, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.36848971065986, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.188049256815205, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.738469349981273, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.62704529391388, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.307032008877, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.54491432719152, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.78046336741707, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.32000274915976, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.769745874086794, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.0033150607893, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18292974347679092, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.97082641087209, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.08228607935351, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.439471205988326, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.2986936218868, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.35231502446743, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.16301201687652, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.170237677193995, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.0308341063095, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.59831814339333, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.34593243558132, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.973175104280415, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.523960268721538, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.87191584666553, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.90333761630187, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.89128018362061, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.71553782508343, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.68364235592324, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.36269987657171, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08874315726959026, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.89055291295739, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.47292717472902, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.83471692681712, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.283137331851776, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.33541398354461, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.79979914381272, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.189287085801894, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.07686130547415, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.2329102959576, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.091222847990608, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.35894262602386, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.125176423435704, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.18517433971806, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.7171544215185, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.143162093849384, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.07313247403037, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.10578743992038, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.14883053829297, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.997421625667457, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.674155514235224, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.00438736294694, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.633496040931675, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.90799320138933, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.3366923226603, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.34539747317103, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.01591045075986, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.514533167055134, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4219527842889761, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.665705906975376, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.96776527598246, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.8960070812211, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.54213952981729, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.094990885380696, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.01784835856803, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.34957410282604, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.35390173301431, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.24937163274775, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.40526243160201, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.150526688155125, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.54842203094937, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.8027931504306, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.19342817845188, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.50032648711691, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.87382319672426, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.017421666419636, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.21777357760334, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.67932604477879, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6435025926327853, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.822423630984474, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.80275999294989, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.130252624817558, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.738003238271602, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.639832853624284, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3196848222184485, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.89711066353456, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.62058803447002, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.06353331588977, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.37112759260458, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.021431202436446, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.32194767762671, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.71240059113467, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.39310247673609, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.46282287645538, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.54174779721825, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.81297208015683, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.02106754704542, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.54847674272632, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.84842127896917, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.67570372973199, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06497199772184103, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.705179490625454, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.20097165881533, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.92556950110277, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.41945746042606, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.56692368781532, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.52417484203721, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.16477783690094, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.147158242971955, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8563428214232545, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.15220120983396, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.875967076101105, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.207406694758475, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.14117757596388, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.91939667725873, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.38247906712576, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.25746585423812, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.00123459817621, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.614344013540858, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.76778182427155, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.5265045447795, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.282246066635366, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.867342638917336, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.14785710838302, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.41423040557194213, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.942574298809035, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.07133401229305, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.63056303584284, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.024236958263742, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.1691269370953, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.44752751851247, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.8170690736506, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.605166301475975, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.125771347456151, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.01990009350121, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.925443445050504, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.813761288056654, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.57605003529302, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.077382434029232, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.499402284765125, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.86541489086484, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.270665640788934, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.19227725719404, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.74782464269276, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.760180478950616, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0319938263417612, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.22330407253048, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1102265642631437, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.770617608541386, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.30313474941826, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.482023570166, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.243740382724894, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.28992779241432, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.21905416130113, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.045013556858947, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.36573448762883, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.32840311684805, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.8065330202443, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.43407084389591, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.95744403023355, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.494834381027346, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.96339125176574, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.010422822505944, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.16834155022022, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.40233263926868, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.05866224170611, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.12383377029886, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.23138664478273085, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.007817608683524, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.52631320777914, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.75110255008387, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.13688905919744, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.42721723563915, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.18695384590967, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.65978539817584, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.406157911971263, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.849723863711446, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.05882516081104, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.61120710163007, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.4270273670181, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.1255227328227, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.06810172180451, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.52281416448476, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.40936181188175, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.6610609262878, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.39635595691291, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.91258211664135, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.29555709978402, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.156504198172854, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.13151451368603, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.276909518685116, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.62030415268288, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.671881681768582, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.51311323368765, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.05035701832273, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.45429862855481, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.39792888739977, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.04476241697978, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.72603892924343, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.05125120672122, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11604957571449859, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.57392797443224, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.738314253761644, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.880153259497717, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.6315175142887, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.5130249309728185, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.24220378598321, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.336202521935434, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.17288694033226, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.45939583046541, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.88951479777504, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.36727893058935, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.192586972312455, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.15104463977093, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.400660430635284, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.6977353868117, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.69292280599413, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.88056547574959, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.6662468712413, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06630749914128842, tolerance: 0.05295241582976646
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.3728733078988, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.45216827646458, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.46367957403842, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.366410834135806, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.924750945859046, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.897109498239075, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.90979507467942, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.41372152162835, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.68166609706418, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.724763854251293, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.30787313676589, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.630900993900156, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.21526802700241, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.26779104638524, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.606076873285474, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.005061771673184, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.667191803865165, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.13819693786715, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.428465418651797, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.32860309678975, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.39772561594404, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.555309843000686, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.85956114664896, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.703368525646695, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.28763696523281, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.02946702352092, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.24159859901283, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3759201765885223, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.953676803497984, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.39336365966116, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.758794916068865, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.194638471022586, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.880255727886123, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.624061408684014, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.30905537051595, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.99460983562136, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.01112710372391, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.825249628341226, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.68222968187388, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.04399427641873, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.379191817644084, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.530751209904665, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.07764048625374, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.168469071431446, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.00645508494702, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.96646534836904, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.38863945619143, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5642005448441978, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.42788439896695, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.423556486674045, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.9444587690467188, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.917932366621528, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.14416265492946, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2630818673700901, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.45439717390329, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.461037166665875, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.933450845310517, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.99468378889951, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.06634014167099, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.5255446354233, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.89458181324187, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.68824839269648, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.802273564796764, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.6371989250344, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.58047565494185, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.26817652890085, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.19826776355191, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.39454314068544, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.12958839915041, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.05621040589829818, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.681603596787255, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.6197674657077, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.64055540566905, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.91758245864858, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.097331931337749, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.76734205712199, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.185622177819454, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.676882147334155, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6560433545359672, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.065567543595094, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.282630619873984, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.72890185419912, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.17022983960001, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.11505956662968, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.95751510017037, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.11415931109599, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.24584268046354, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.680859298895484, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.55548702328173, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.156119620609275, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.480309299925665, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.53483289301673, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.83687754731213, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.33893180836477654, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.4722929357757, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.85585323257254, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.92981551052186, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.72601914092644, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.64461225565438, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.91072464848615, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.18394521896383, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.63384854661467, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.2822804920105, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.89984378173929, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.35090020325788, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.64273330060428, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.241874045030755, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.199286976639485, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.494835875800504, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.9509419840181, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.22945173113794, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.80262373836376, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.46357211966384, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.40813063341395, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7392274901649216, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.37442049781407, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09049620506675637, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.8862643066162, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.54281322445928, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.85711896267649, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.72044844041886, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.705705531136644, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.876099543848284, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.745744542675652, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.1031644353506, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.13516646285768, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.799687585888734, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.81089036407181, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.55014327746204, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.975863536405456, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.323590901487464, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.2240619423163, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.141210917960251, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.87234884339637, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.309335751666296, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.05394278266783, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.20484862746513954, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.17387662355276, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.916764997204837, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.4810232854664, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.051034383799305, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.32963119890263, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.01265788091473, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.45008572987376, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.20611652342535, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.725422686851346, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.50406735180668, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.328899234439376, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.227261994095215, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.25666204656905, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.71448902483965, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.800152256795386, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.39885625015967, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.82212009171366, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.14605242503299, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.99385691523852, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.07902398122542, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.197169104969475, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.560475035668276, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.12575938796779, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.00721627557293, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.391824938229007, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.30628925218733, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.74697449409499, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.29538239342244, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.96618934430823, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.70641174036433, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.60857741756797, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.06326284711946, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07357824175727501, tolerance: 0.07136228317458233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.14219412156179, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.330415097182765, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.304194770277661, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.884480349707985, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.8727774940498136, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.2636017911407, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.570887579728122, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.25073536876437, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.22415666599122, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.36366838087022, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.914870281899425, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2631339401528692, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.36180113367271, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.85394382449098, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.395623119451784, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.770460805452899, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.99681526174291, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.545682007253475, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.8197493271372, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.36623108913336, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.005894370216936, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.388686894216164, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.461326679176764, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.90355453029983, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.5541519882464, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.71866938503557, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.09281953780612, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.559404381729195, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.18424520630768, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.09765495721118, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.16909341007577, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.762251330039305, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.206266903982083, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.82003376182203, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.172379200742625, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.03921525137966, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.349972425677976, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.922422794595875, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.82792292058119, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.40850987146385, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.807643527594905, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.04037898916931, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.16712958922251, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.97833963989356, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.89025708242576, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3367313800965235, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.163086964565565, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.72973624458274, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.56357493052998, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.74347403749903, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.714689237158638, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.17834523616796, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.223514763535505, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.56803094223167, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.72420457484159, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.12829741834679, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.18078417463657, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.49052521323112, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.39176488328113, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.81834974251224, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.58146632050689, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.380045446415124, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.49515221592327, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.73072708337506, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.027802423379796, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5001331136462568, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.35531575966675, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.98862240704571, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.098404234161535, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.009205322417785, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.5562763975661937, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2200513128961461, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.94613141724872, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.19167121508812, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.899229712978183, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.55403649381384, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.10217375423389, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.69069699341608, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.95000373123523, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.200890920304616, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.07594541703813, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.69717781341433, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.29073998379113, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.42708884222429, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.85357311821575, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.90516159098381, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.54631779916741, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.049195957740863605, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.58172595959482, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.9986648963195, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.318147321113386, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.37641690273395, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.43324163621557, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.91968027593509, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.16965498661692, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.17018478500971, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.502205523190753, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.90716887192583, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.52291125451336, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.19630875540983, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.1281725538487, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.217642515945215, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.50119194776039, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.87487888755831, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.41226662247294, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.312425105576608, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.2898465392214, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.7495444796579, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.664514207711335, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.10646757532001, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.45654255657456, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.28025858824216243, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.909512180484484, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.561148951383274, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.85528106107917, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.706322219622137, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.91792400702607, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.337588396685575, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.4535210792167, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.55619651600071, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.513822963759594, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.687489305939295, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.72737390453514, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.41542037584313, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.853527807618704, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.537445403347419, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.39668548920466, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.006878863004005, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.111469898810384, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.36408203165291, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.117153700140406, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.98868323554572, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5394949112186396, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.458149619275574, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07522701746046323, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.90027315473458, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.74231276730697, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.214557119067976, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.08490072194715, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.093032921013844, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.709479571097432, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4792882680330592, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.77972493370328, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.86451959667306, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.714959791170656, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.102398470236324, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.07869262735329, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.284170099951922, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.652171987893695, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.372322841277764, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.572482765107679, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.249232573013785, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.520457181624884, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.94657512327953, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1830507501580314, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.20776498686337, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.456628087571403, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.17822038861718, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.58953635900053, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.73769462883936, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.42529633118082, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.17589950188943, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.63072457941513, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.52806747909136, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.50092484382415, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.99063455279682, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.9433721570353, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.312488246396285, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.33090571481435, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.020865388432696, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.32823777672851, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.71318640571113, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.84890668326585, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.00713921705886, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.462191153622967, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.17153566796343, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.94463122818796, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.91829152080123, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.350480510105754, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.73618974220716, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.011360060381094, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.39892439758668, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.07190875942658, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.4875651754714, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.30816779370346, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.421615580844886, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.03983051154611, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.67698674138731, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.861581386522545, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.740284643822292, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.062606013804015, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3783383408811574, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.23076504470096, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.470726054715698, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.268180202348034, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.897556273838546, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.77151003547692, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.453643935122955, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.055415527066259, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.50865073668535, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.26501616812783, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.99036092378586, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.335471718032267, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.03729012767124, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.59756092936931, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.891774819036016, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.21879337759924, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.892226059131048, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.35373460905096, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.94750943795337, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.8244187645779, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.126224311474715, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.992816357999075, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.46701411172137, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.55540720014561, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.00334104372152, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.5265178471861, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.05108146758968, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.20200013881066, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.515716368875502, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.44798362728838, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.62397421132826, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.85584034734609, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.64926078734959, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.4586045860309, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.285621855335165, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.19669781857789, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.75550864836458, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.34829334546032, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.98750162129252, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.866421385621265, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.46454535515289, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.30291331208650263, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.29778380796114, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.98274977736945, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.313263999233854, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.19561134399987, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.597498702460342, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.683042966494654, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.09549368150107, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.07018001951226, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.390914412998484, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.32141540815567, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.64747221848731, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.89011692500728, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.772886543535364, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.05814363442647, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.01526951132722, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.51378153300979, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.38491206892087, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.505556024173444, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.600255383549054, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4477985902378805, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.99839511793806, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.500386286704156, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4817032620089208, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.782804750169078, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6729888605185579, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18677695149261808, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.37527830189127, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.8196427665292, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.681966095458506, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.05230868196492, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.12583501645952, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.44224927347976, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.88735696829545, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.32118446584083, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.28641525642779, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.72192939116826, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.94677073766465, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.50335080984422, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.51333111067596, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.381861588290874, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.927334369197894, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.04349560068757796, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.40969371054858, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.33926195813036, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.960154158404364, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.79762705559507, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.36409664280302, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.98654963438298, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.1176496359885, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.628618852958255, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.38422225209509975, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.68111596723523, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.64520783844648, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.612057118819735, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.0193043928347, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.23274145608676, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.01492487860703, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.546327429363004, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.5054528129933, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.393239758294897, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.9737270465816, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.3084463335433, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.838254349799087, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.58962123224319, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.0089413744619, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.23387872528525122, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.26057564975615, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.19119923464544, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.911291136296214, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.61495089832971, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.042932484949176, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.72964577600774, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.63124606023513, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.378813129424685, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.810383343644759, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.38784670440609, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.056934521335634, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.13705567136171, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.41368452737041, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.970182925382602, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.210045411380065, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.03345158376547, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.9192550303826, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.87878274291339, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.712915401033555, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.50495784365324, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.39220839704830723, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.47932195816931, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06320609561555557, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.818146609238084, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.9029424040896, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.55448554775871, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.34338197188947, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.45265782818737, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.687364677425137, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.240633350825931, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.3982921256258, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.52050220774859, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.55652816586141, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.31422362562495, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.54612866546034, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.95168949535679, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.950293764419385, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.45951401508597, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.343148853273107, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.53929077088043, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.693411470162424, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.80367050107941, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.16491963509173502, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.11593348029851, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.122030626205458, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.8441610274175, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.92318523895827, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.17954010945655, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.886904412526405, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.84045487154134, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.867009373677519, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.261726207567875, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.117952132458214, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.599312720934776, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.68565887327418, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.29764353333624, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.91861421356444, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.193641425821525, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.2009852681644, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.500967462912115, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.50744849166934, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.95560490169518, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.321750192752233, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.08352078267893, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.28571536991355, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.657419212086694, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.65162698596481, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.575308899805549, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.632632532283964, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.00805362381297, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.78724894155454, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.96414122588524, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.85291949187251, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.16896255292417, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.80754276491356, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.17952759937005, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.334532032896504, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.165315828483642, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.17042605082523, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9746047754410938, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.1468939019183, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.402813423659097, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.228623015971564, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.48405168412825, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.11583294583087, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.636364554945516, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.882533476114105, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.59559711234684, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.63552598002306, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.082470831311866, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.929737144440281, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.00638204186512, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.951046654812274, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.061741097976409, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.01316571132458, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.005331467723522, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.26493956966786, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.38543748863219, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.66444417452638, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.629489799823915, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.23716392027852, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.80474181034018, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.683732584094841, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.774019459708995, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.91816281997731, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.86521792770148, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.58825934558047, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.151395559992494, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.797225505585317, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.02435093473876, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.592662064314595, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.243665860772296, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.93984179783078, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.764367417272496, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.92311557746265, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.6982800951875, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.62763126944641, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.7520019255993, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.69721757353966, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.96810833204597, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2733332016733243, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.36135968079492, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.15769152354551, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.01035824294553, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.55735542327355, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.527403722688177, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.14026145306025, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.927306801648655, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.49303053194578, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.01333503899569, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.41096845147413, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.083462830907195, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.244675387487916, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.465852535618254, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.25186308494051, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.382134916172205, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.57436770150417, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.599133505305986, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.28704887632142, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.10909242785267, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4045541472556806, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.49532960389749, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.96103870885992, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0232878728954233, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.240937246323654, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9955913804430452, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.16032982170281684, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.74450220762289, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.35146159959123, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.085780195211981, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.492281617108816, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.131379564492164, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.2508908616595, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.71455862152496, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.07287412211744, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.43598981826263, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.71168797119208, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.551237165889, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.50193194342353, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.176517216383814, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.8260703499961, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.27394234566688, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.03879963752609683, tolerance: 0.03589372754464015
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.169240441815504, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.64300144441329, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.56818574082088, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.18271435382687, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.73875778418315, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.97275229768161, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.03030828032294, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.053587935815614, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29376061460325786, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.39109498353213, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.633102481731697, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.97833829717945, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.8474686109922, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.165390065938766, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.49997814942233, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.134593816172554, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.5298766875229, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.832733049670082, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.60969422529313, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.83434268086875, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.998692842965227, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.98959017304114, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.4970721376034, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.19675500967247217, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.5311851362174, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.74960712585576, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.895057548186486, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.115936498813795, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.72515067699942, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.08818588701007, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.72210758248394, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.108820850450485, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.16364873035323, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.005414465362264, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.341461638185194, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.80652629990837, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.924739288436896, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4817523081188995, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.93949269842912, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.03093159696617, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.655205204658785, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.34865060163808, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.256000102785436, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.95975528847032, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.28785524509288507, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.44102849795193, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.05360939141388599, tolerance: 0.04865977179478971
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.64482638481448, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.02588383995436, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.877040039940645, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.502224961022876, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.78526044323577, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.785171680345229, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.9883343232892514, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.96145601730697, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.10673357153314, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.32815248537267, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.45141026120504, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.62310637423585, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.626422011352417, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.219003949006535, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.489465212796006, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.369057029037009, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.74820558803242, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.82945515965198, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.62701789662265, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1496635369585988, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.90427496231189, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.895014622570102, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.48022004824847, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.23023519295026, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.64419259659826, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.38239255284918, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.44666546527404, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.737109108728191, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.93003128962198, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.28585616931588, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.15754185968494, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.793654103337786, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.21630751940734, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.47876498168631, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.32215921819261, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.02024053504906, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.353231348929654, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.12395540451084, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.84323088943651, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.560471985537447, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.93665739113656, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.58529139475273, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.34577396150809, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.912039221062884, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.806955765138639, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.691703092020504, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.57603956857125, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.444445442625124, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.397786071619635, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.34326795026278, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.854045856357885, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.71698363856905, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.6509348907614, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.75171255423436, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.572133193690718, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.212010504081206, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6469561053744144, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.01487841745208, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.542973446256667, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.135124724709385, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.9876623634031, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.62651571913935, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.066098552474642, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7432925835209119, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.62624802783746, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.96696343222311, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.306124805546432, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.230157060438387, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.90804296796065, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.46317939499204, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.690093463520839, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.75233225348907, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.59429668118392, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.12534605137769, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.77703602135506, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.427899526716544, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.0670821257693, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.452632549073364, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.1060739443694, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.92207252882838, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.498000574806724, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.27312284185356, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.61507318165914, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.92241211623059, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.798683745060401, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.76912234778382, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.3756465185774, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.25334901560532, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.071499049139021, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.368556791741526, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.259874409827574, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.59069202887113, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.63918867749334, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.87886791939523, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.46355253289364, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.47386123460464, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.40419750221105, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.24708743520034204, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.35755947454143, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.259320055017014, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.65709694674385, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.83441977925668, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.50327729919752, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.55191429404448, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.721036905079984, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.86068574245644, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.59335037744199, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.402687797201935, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.489811246468236, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.55590979634668, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.4235694724412, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.40107138688906, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.684869517744104, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.5660279206557, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.07804235284189, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.07244482744443, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.55710303204552, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.36841246693256835, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.756718521624663, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.3725620531967, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6763354904160224, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7109054199564184, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.815415978905321, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.13901560025760773, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.05620350897996, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.79306521170324, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.969849040847492, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.87648735704758, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.129746179056355, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.05066838984993, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.43880386478958, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.69375464560875, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.17186048076792, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.66658788908265, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.10654579597231, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.427307145400874, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.842199658, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.23907224678017, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.587323508689025, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.863723882897744, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.91118539380159, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.143729970658995, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.53303431917456, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.447988066710423, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.882613136170136, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.90826990062399, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.4463640192037, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.22440767645940696, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.040419107535854, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.617523881842942, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.29712968519998, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.61612244446721, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.020123436844045, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.95751465667661, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.64519147029333, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.4893890660246, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.559278297401249, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.20006307320348, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.32858199477683, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.149549754499162, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.312592264690494, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.9236410582127, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.16672788414055617, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.72645653645577, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.23958157753293, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.56814678495266, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.084150269475515, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.08880270066416, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.41435183924814, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.730663112504715, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.7517701873295, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.56669003508236, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.544224547917025, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.582640548313975, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.4249664251074, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.388849748027866, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0603834360558153, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.58913809299844, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.999556554328365, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.321443110259935, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.77542868152241, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.74735436618687, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.35561907849177, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.21804269296654866, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.345570145875925, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.38480825889272, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.11220742133631, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.18233892978864, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.570363126965844, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.09145417432336, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.950207212974021, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.750250208941509, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.47156641714162, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.62648950876445, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.033242490687144, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.51850290643242, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.82632894598393, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.049684596158272, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.45925196285279, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.46562293893916, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.589373501486534, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.881067723374514, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.92972153784298, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.41828202141886, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.136689671451677, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.574195040030446, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.76319622159815, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.08767212328286, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.368481374685445, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.12506735653895, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.90137095203403, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.99716164828305, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.056175163488774, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.53624216528473, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.936353553567614, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.66766720310119, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.302058399480643, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.07223236291016, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.0123997016668, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.90270370565801, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.78883358009162, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.83620242162311, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.70045742478351, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.67276329479282, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.1018217995574, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.73412316253649, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.84477693924538, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.9857170126395, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.132966161222825, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.306880570074128, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.469025418175875, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.10440611027607, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.0462497666218, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.79018949340288, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.78156111746011, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.47995905509336, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.21973817733573, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.0922198172372, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.54372245323165, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.95188528329453, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.1910451651774, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3901906951192302, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.83733290712753, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.451571274627867, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.99045472784613, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.41198560538675, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.19041310772138, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3843380285294415, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6320100403446531, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.60384658933006, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.26067886509318, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.573334820733606, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.015225153727727, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.74584333747504, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.96563636587345, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.467421830203023, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.43898569723387, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.171051098511043, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.937709117492, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.1240506756198, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.11862564172165, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.41357703215941, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.640071422336526, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.37036446473758, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.252736314683489, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.176842277177656, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.5920689463299, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.30387479103837, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.20549414855054, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.21127328021953, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.267673133085282, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.6797965026354, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.84108006767562, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.08593948667422, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.74693772722972, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.769169922869466, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.20206958180518, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.57826481755089, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.10243868597715, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.12477772488522, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.199198018561674, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.7757701838531, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.22343138860384215, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.288955168300646, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.29192305094229, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.25561657432553, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.03198411683215, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.140539747835021, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.533588020635761, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.919718015086374, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.47858643492626, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.17471187700494, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.13265942811202, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.30174025925945, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.86747872895289, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.825384882585, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.607021280018387, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.50718453027412, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.21244739623171, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.49257806867965, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.774302672831283, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.85963296770805, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.946808048458735, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.33787365972023053, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.545773387211824, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.73673716758718, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.409321151560789, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7787435474762674, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6747446174939569, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12164691204833389, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.31253774742444, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.14984756724081, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.230475162364542, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.20718527617271, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.133826456774955, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.50149742807537, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.06663604300488, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.540198221326364, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.50601621873753, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.55589807287052, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.61487504091116, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.283500503834944, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.51212222546529, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.62203312937912, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.868557089770846, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.49617213525059, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.14501035435657, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.688121346703966, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.849808536414415, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.412101980332437, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.720040673438945, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.752117283658436, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.80809230246429, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1712508137700297, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.63207490827038, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.469438210862279, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.570200716573055, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.32837625757205, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.801034799114205, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.38858114877263, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.08294477096237, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.38712562129555, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.516267788441326, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.74692814276577, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.79240985604642, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.289666128149037, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.562528300999105, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.2910967435484, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1422200926623418, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.851001804413784, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.66405851252591, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.76036550955004, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.478380258690379, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.777892508088968, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.70909736017022, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.66107344458331, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.313644898099426, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.0136965734888, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.3382101966387, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.782009655762636, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.99996088715427, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.807975133226265, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.696118577915513, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.162718347853115, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.446139363250424, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.919976727281835, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.16069934123989, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.188552390799, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.59879901476671, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.16936093377853467, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.1958151744476, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.04214406875371, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.158408424342895, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.47049958610343, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.548309413681324, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.3718035706229, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.050650059505244, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.539010231099496, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.93074694814061, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.08269950912157, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.67488282017803, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.5195882292818, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.88018307231337, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.032998546422192, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.671900386368165, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.39108879274265, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.9593269261116006, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.94247427101155, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.99522609533524, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.17897061319348, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1255516569763131, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.14231755681368, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.71611814735084, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.66775158508416, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.89441464908623, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.61823266988938, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.43759129189357, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.49433045031824, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.725848193674949, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.08329027882742, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.006268088957, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.13179911941589, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.656464690649358, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.86880263043112, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.52046766019855, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.38538079880277, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.50934765268082, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.71945697033303, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.23884772643994, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.4469966423672, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.885890151040513, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.47878586055818, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.065460695611435, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.57939946106069, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.31555747145805, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.049217772477562, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.66076358986146, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.59454218489162, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.595155338060025, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.14288065240639, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.16991686498241, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.049494461402915, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.163444429735364, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.50430426777072, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.08955087825487, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.315010991559774, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.1108590679988, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1867521963991123, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.61662561165107, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.876392349422105, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.79711019849384, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.93087845291501, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.98921201716183, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5554072982708647, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5427191082091554, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.53134373022749, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.51789877757906, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.550383039858957, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.134963016398359, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.52299961905766, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.292947590208797, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.526535191351968, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.07555794941186, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.418417087808081, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.70451226647813, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.4280637757, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.740109041984994, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.62488121847187, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.80024421969749, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.59499129553336, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.661462504448082, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.81206096797709, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.87524060713594, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.93452192968995, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.43852824288703, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.201485325308767, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.205349641935669, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.93855209192478, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.35849001236551, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.251096470313939, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.07694981221151, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.289994351026635, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.75963945205137, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.517287824008775, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.298739018898644, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.7380624005354, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.875786388598456, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.08547377441585, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2017065103077016, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.15832937306263, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.259389682767235, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.80769115776465, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.154738649384825, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.36842423512297273, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.61396207591011, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.24523982206057, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.20166331561094, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.43586504095731, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.632812857645106, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.11283759425936, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.21734373505279, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.054505791798306, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.98416368453809, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.19521864285939, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.945806304783446, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.35745736145347, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.65040979742409, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.64689926359438, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.28048848478065, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3118006310485839, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.562709358009329, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.055198698893975, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.200654770811525, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2001338393549759, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5654960312236881, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10734649751810821, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.515476343791335, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.426717656190675, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.789599071821016, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.486443113401236, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.138989200065794, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.393088528595968, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.60400119060535, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.337036153574047, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.629898911110104, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.38226254506884, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.07819318969521, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.07414454779561, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.1953736286106, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.97600999331593, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.11863524197696, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.06933444126254, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.3455460442808, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.20257755778064, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.13415763530696, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.572358384667751, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.48856283472296, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.91117674882611, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.13983077240955, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.13049791870912486, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.16875795778371, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.005583699317981, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.7991756322521, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.9870406791548, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.51182611398123, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.79413127264391, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.45220850358507, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.22640122306237, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.659053939909143, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.25218724209451, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.22695034029156, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.41950433027722, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.74391131748712, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.60165987100814, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12206019653717703, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.90897908513381, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.22466109941931, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.350667660078585, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.197156618337345, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.207666335102118, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.973104795725746, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.51713772489731, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.79918411896742, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.499750045995654, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.8565459528763, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.71089936861634, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.53134085293945, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.183890114108976, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3819990175881003, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.66357275035108, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.14931891864943, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.45268175721827, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.5059023961986, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.58165661279243, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.14354556641507, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.13398761537166592, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.994385174811754, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.32811914572821, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.214076977112995, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.74162206234391, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.44041598462951, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.626822867824814, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.260171374829923, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.349695264936912, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.34092313033761, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.47803695963765, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.25586005069886, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.45836391097208, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.274477405955935, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.438625871224929, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.85772812138724, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.268651705006, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.445558894664913, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.93656283145941, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.9371705484941, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.91030247358901, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11590404855348879, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.912515929322524, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.746514988521795, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.22161682437044, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.914689818791089, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.1212113176411, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.98685029688991, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.9403287907175, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.587976797123815, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.57381819760934, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.438806912046005, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.55185080666104, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.766140569675969, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.609082080495014, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.00383848903516, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.59809451886301, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.18413774753013, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.87512112160917, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.74081193628616, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.16840068310592, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.865684478191355, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.17324293039107, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.248516147091635, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.128764528816276, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.46084488665903, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.013894590752869, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.821882669474718, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.04771480741286, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.093410055103874, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.45724652987559, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.5102582053614, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.565178009956384, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.45627755215153, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.88803053528075, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.47307176932648, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.659277454732262, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.97447250972911, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0232162827552997, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.35489115386085, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.662532790526257, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.55734441172393, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.00493461395669, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.78268474670935, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4217428762883912, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4704068031495581, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.41144617516272, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.739731051245286, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.485658787255886, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.487990822198981, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.24243898358088, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.295569829164094, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.340233879283062, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.66426438438107, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.128729574857431, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.4280120306724, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.567343754126455, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.29550338630867, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.4030234823006, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.933679279775795, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.78508472314522, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.13658736592123, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.40498804227727, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.1229234440838, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.50964987183588, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.65431861302204, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.628418765720767, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.505489176273016, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.44552050539046, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.80758983534241, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.538956697564714, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.360402426465384, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.820705351810375, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.26557162307083, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.452982411301036, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.468135851109565, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.30555867696533, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.505942766683546, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.92889455489433, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18129149567283775, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.96829174010662, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.165216938670355, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.314916345794714, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.20693526822936, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6605058093419416, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.735171229451112, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.529894474795086, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.89184172297071, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.64484671218537, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.09521784345819, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.840234298970614, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.540206913651176, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.30783467858747, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.52822661290088, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.902145683318054, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.297018145212604, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.16378784701638, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.676167120605896, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.43274364289917, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.56020535613058, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.28932452248324125, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.5099843824162917, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.32941829767107, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0352289576242697, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8328764841078282, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.47996123091871823, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09544852192317421, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.18612934926978, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.628140286525934, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.587687782136015, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.85459674431047, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.15632589886792, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.59473056581622, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.05631305577373, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.83590418401903, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.45373985894409, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.209055205375535, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.49828522457162, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.80252506967389, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.89291693432011, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.30196396808677, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.33846214653934, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.58819834563536, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.51378740198926, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.68821522544509, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.387092098083855, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.885109425397047, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.19138119479908, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.83568363023855, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.44250020781335, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09924411349837214, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.65290256609467, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.078363463595224, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.98550490517688, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.59466426976378, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.155850023291805, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.1750357193502, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.75691830187492, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.010232566401925, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.9519326846252625, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.71755502510247, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.63322207964899, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.539504213989119, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.86079654048163, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.8573489150559, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10535819412388037, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.90415011885875, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.50840864792994, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.250029935217157, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.162121852169491, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3782938091090955, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.206512018697055, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.302311915117116, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.21319611993863, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.948756924330098, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.369573062203415, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.65531052629271, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.02077906613727, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.51820208720255, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.120782742053393, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.09476899185884, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.86840162475684, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.92122020803174, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.81234275817, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.92851319062123, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.43378177799016, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10764924588903568, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.743641992468866, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.63408254707335, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.657910721015, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.99580212129663, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.25070320092749, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.85698284871326, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.560504420229307, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1777601435372844, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.70384874589823, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.76180593653848, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.778719962141736, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.3381683319106, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.6508870119404, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.165707716451635, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.01745610020768, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.10458474027388, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0229658303235283, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.86708663528802, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.33755735330183, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.61342929630521, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10729585332148872, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.932278628045879, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.847774462166598, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.75031662218925, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.885666555719638, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.632161453898, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.54637895660892, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.3371273674133, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.571229797850833, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.01021379348013, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.184204633025203, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.92955877860982, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.942435375931609, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.295845615926154, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.4632985027346, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.65659210030461, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.81534193167913, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.228180866220555, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.20788624110946, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.83934431732129, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.004165885387636, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.8198496497335, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.3950153434312, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.635578580140404, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.45863377982229, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.156764561972068, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.533407500939404, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.46508677117959, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.543084355488716, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.73454143272812, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.80434236353892, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.02929585695799, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.010202519697174, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.24416940857552, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.95100534514344, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.988327399383508, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.78463123829641, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8901593958846092, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.05408911203286, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.709521377843032, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.273215744739616, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.142090024536344, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.377604207484495, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2966488954868396, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4111828935353685, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.2466001027483, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.92719411034733, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1708658324890848, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0054918974178975, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.90680820426351, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.845888317912255, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5998342532484457, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.20711756026577, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.163833321979467, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.11025206468017, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.200018616435585, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.787655430863225, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.787899970005554, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.04097971822249, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.94324399215313, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.668475159723897, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.95690458286333, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.33480751437298, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.0316455638248, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.31021402306678, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.386709843807182, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.10267994947111, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.18861749579827, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.187740860796794, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.9275291094399165, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.598910239498366, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.35984697254197, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.72184941011747, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.38545605459538, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.61096815245557, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.82922548242755, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.091770471302425, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.604574631137325, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.16152873005898982, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.72112317308395, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.01259555967454, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.778655022086724, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.19243265471147, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.002249997260435, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.8968623581373265, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.77498380473931, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.55054477299248, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.80226096969741, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.52115863575486, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.48777824361349, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.836804841728, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.75206499114239, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.216964314384285, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.19849057847745, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.244103355269175, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.91440378391141, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.827234006566897, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.21583282483596, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.787855245243335, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.26977726038091987, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1308917058645704, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.5607416762155, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9023482969919314, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5941314508914957, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4120543849629712, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08543794303648156, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.300333099144225, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.75817433498011, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.578526424746883, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.05519593049911, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.20946609786438, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.023451222833785, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.4285048608433, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.91673291301376, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.755975143348905, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.041254658890125, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.876780271266, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.47162025661427, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.601680766115294, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.600774423726904, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.52885986433917, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.05404610249764, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.65062674455423, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.14606379735066, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.60953066405804, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.317514797578838, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.83140161510707, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.427205276759395, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.71664815417721, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07525222824588695, tolerance: 0.058863515216360185
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.08670972823323, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.574548959499822, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.13053180157455, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.15355280907086, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.73613039238012, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.53209108237169, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.00064918115419, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.74135428655268, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.3664964839447293, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.14460439324216, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.01215741291453, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.650097194091842, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.91687143605529, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.0599898396348, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0914293080203663, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.83991495669483, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.445898169751615, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.24358772355953, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.316043121840124, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3838770520352455, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.40585668393042, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.01974812498446, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.55987514359603, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.4084374478185, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.702877030441357, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.96095294977394, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.46993506598804, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.812367262037725, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9041742296034272, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.842471548608245, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.5981426973988, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.33632466053879, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.08122235207496, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.23082794141156, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.92049734208513, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08768119277334563, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.44573797372165, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.842089232638102, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.49009440753244, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.233129011672176, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.98278090559512, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.06271026222777, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.932133237157615, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.020084803007194, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.02060612031241, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.685485684548155, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.24577792193591, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.16202887315478, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.76320639849476, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.139774810906005, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.15173527143175, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.89430770032209, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.672481591923429, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.73744812673593, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.30100104452055, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.28939655522963, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09878309735915991, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.895540063540864, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.0142191641742215, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.25482032356871, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.473629228461391, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.14973712511718, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.11414177767014, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.686513200496, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.672304664712954, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.3946398169346, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.19915486339687, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.26649794181117, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7687722951455385, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.93160442343455, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.8995786986168, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.990542376234345, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.40490556715832, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.732001975857003, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.6414706246586, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.46152539391028, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.272090120005629, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.4207565043694, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.50593661990118, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.10145070838098, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.31768779509095, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.439614625301232, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.440733217877806, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.84772125254392, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.946036332612366, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.97591535832245, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.05374692974773, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.44392598735128, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.772116888828435, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.57342170835149, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.11748315286857, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.296325381827188, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.54383154877303, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7806252477897715, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.71600078812207, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.949426581293665, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.94658366380065, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.235516633967336, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.62212681627051, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1834920921094465, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3621204669879887, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.03903011953037, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.081217394725854, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9914999791669743, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6404606263105563, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.51850219899956, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.838146439030112, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1264707332173316, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.70594002604165, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4305984767476048, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.75309757445748, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.19732225182241, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.219168554362625, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.678556938503505, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.12272398390958, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.06968685853971, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.249110397514158, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.468951804754084, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.50959511068055, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.5026697899813, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.961676415177806, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.3980222700407126, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.942526926307892, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.29100759484979, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.576704595503685, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.399358154115731, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.79397242663978, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.90592955222104, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.13026808078857, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.314828705129, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.7275423137845, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.31084451541847, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.63518647440412, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.777993763008084, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.14162134585535568, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.41893503945917, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.80441025418959, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.199967018127126, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.11474122107296, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3821040748369455, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.09831155499316, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.98168026821725, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.179071148799835, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.90886268967077, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.911805009013335, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.331905563572406, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.10780951843793, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.533128901808425, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.031752169003312, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.02969073881785, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.133104127549615, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.61188030085884, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.083812650655716, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.994985255467896, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.10245252508409, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2526378882335507, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4991042936565009, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.7503909113081, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7942920168065939, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4350910071248677, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3572936031129075, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07690688346821162, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.38305712120422, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.820531831718625, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.725931150330979, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.690222347482944, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.25423501531208, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.624922825074435, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.72507555892813, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.486437065050922, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.263176088415207, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.87593849135254, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.21516641078281, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.08412441832868, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.34585569453013, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.87322725672222, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.69059047565635, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.46208966346265, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.06112705876825, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.57706577717633, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.80232128105173, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.844689516186321, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.41126309369866, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.86670159554734, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.96295378792681, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.472200668708155, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.399606628900102, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.4687942029736, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.66579821423987, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.25543922369539, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.86602761610355, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.18664846528637, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.422262491020206, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.879974269447928, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.53476185656706, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.36461069212508, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.751698829439306, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.9154837697982, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.30013893788308, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07974378222721157, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.71935351883677, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.07988143721633, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.413413085537655, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.616257270890571, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.347889300876858, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.572662685335146, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.67234771321955, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.84294517070322, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.910409893130577, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.37996750958996, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.498881765015994, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.88033321883526, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.06771955539925, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7213005247525643, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.469602848711645, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.33496649233746, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.31709683833918, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.31363397046103, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.49012630266384, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.243792821884796, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07231540609450349, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.102640542315214, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.55028623819794, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.701236529826545, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.45368392202097, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.64000146563819, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.24440622555696, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.362625735764794, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.874778468847751, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.29267801136209, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.022259598016944, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.65913062248143, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.93269630361775, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.441268513246456, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.30531129408314, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.26116756894736, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.64177399368415, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3794745172912712, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.55073398015264, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.901345984847197, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.9391616031653, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09136524993152761, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.009242417546716, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.241598344466439, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.73600119749027, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4704806403269686, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.67284517597435, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.68860566513038, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.99011911696809, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.88151774817419, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.72904647177509, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.446573133039067, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.56409484948965, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9964454734209767, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.518647945552345, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.3133356799237, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.59479817200878, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.9546023955718, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.355959011865906, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.04283321630638, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.03700739786598, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.6462274779556765, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.97792398278372, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.58217003706274, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.527841968915084, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.81936558966041, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.834031124129893, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.260592017088868, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.19659163100727, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.30398882169423, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.182423884722766, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.2599388448822, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.810967078941744, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.707663292316, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.87644304569433, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.745942907641023, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.58567360944477, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.25435229698576, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.689452642723694, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.34226861686119, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.334784500960382, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.579162626653925, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.04770578334825, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.396689776358187, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0828289078048101, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.32103412555704836, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.79076628576777, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.202646746013585, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8345051047280094, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3604049719873217, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.07973657592376, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.186219632289323, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.816022874530347, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.16241216583803, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.865085233839409, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.35824303264722, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.06782355039513, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.74390298975146, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.889735696764859, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.17945406648391, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.16461073064042, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.871802995618339, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.94223679135308, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.6494264027194, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.92469790612301, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.63190312855366, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.603908357368141, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.980173058131811, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.4288465381365, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.62143114928915, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.940509875808317, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.015270987178496, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.45770732040803, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.49247681910288, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.241151404468326, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.81814737065456, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.75203276118113, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.13793154879647, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.874505812148925, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12042779704387385, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.06363769179427, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.54328485663322, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.57954250436788, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.97704970773704, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7907593119642797, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.338831421707539, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.151064163087995, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.77859970485656, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.96512910871004, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.26823486936176, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.880840616243688, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.35384102386581, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.38168774932467, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.95689955242716, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.33990722782434, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.1102847167351797, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.25855981380198, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.429713732766999, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.77542885815234, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.8612958075264, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2374971502137555, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.391993086130924, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.899496927687025, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7054148293639741, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.32657106890042087, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3124605968590686, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0695169103353237, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.4081890586005, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.818590477285454, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.001446954115295, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.267598815376033, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.28893524178656, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.36241252058022, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.95011816925094, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.442498413620712, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.7074718199289975, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.71150635364498, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.51478791968682, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.64250454908162, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.10097598145424, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.120065263670696, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.824345234608984, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.82322089744625, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.03299656026978, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.982082452878814, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.966231804904396, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4475861136936317, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.93336118527102, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.54493831669305, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.18190905079081, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.811181948773935, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.479313122009074, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.70474582779295, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.13331646750979, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.71627837805377, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.17751605269855, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.31787147678199, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.05523274130192, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.474234623051302, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.88932966304527, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.69137266298245, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.84470487254356, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.859685931720406, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.91609718186007, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0698824294177598, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.54527426814872, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.1229809337309, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.759376137932918, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.030970988879915, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2899230509605104, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.71358693666497, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.26273569366157, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.066290706441265, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.448439328611812, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.83168355671711, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.108856802589145, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.25336070787111, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.285474637481784, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5678479111334127, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.244041239447114, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.07687732602935, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.17425220603536, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.51058723267717, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.70781406420312, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.16988338487988, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06033520692994898, tolerance: 0.052481824357174245
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.71614184236901, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.912257005047366, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.27484123593962, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.65754241055646, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.22539815204982, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.40243423693096, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.842139860875534, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7403121822492835, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.52109716645336, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.63369587108335, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.74550486990307, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.6526748954881, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.56556792716532, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.620633795452932, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.3761395745704, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.34928462952475, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.132646889488541, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.30974984706997, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.16778210099602, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.56359480542883, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08489505103830197, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.8093884086623007, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.525869451741926, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.19467259501853, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7437173825051673, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.20046475528585, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.26869231800748, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.71792178806126, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.185845177757869, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.015226312960024, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.894663516786295, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.82366566694081, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4762830628192205, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.05905008647936, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.70518801534328, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.408547792405074, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.46605132129002, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.078744709978366, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.41315391388306, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.56735557893913, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.108038239666854, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.4931301072527, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.888859780824106, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.91610044121869, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.87829653174731, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.317974827801635, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.774611182038257, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.51260261911705, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.61849749698783, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.35501028850054, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.42423911226861, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.132135851019555, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.79569026379443, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.15382585786836, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.704241334654256, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.86431113802888, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.91827835736228, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6127523601296048, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.93438351110022, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.8316272409312546, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.17250669425846, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.289242418263512, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.60759422184873, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9939247555500401, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2862917807883605, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.503642017868, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.292261564189204, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7045881531839768, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1426596736035037, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.59249846758834, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.820730551977533, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6071607041943139, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.57805366453806, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4228726625286185, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.92724104845357, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.51256974583342, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.70729427053297, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.202189249302194, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.926291027055676, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.22830388044329, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.530920373015732, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.377700253811554, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.75758675600946, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.29954148117073, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.31389453761946, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.960463016688607, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.17900256281186, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.35795879185176, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.77340200506558, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.539664041574895, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.41942092239019, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.214373789016065, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.80997403111047, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.16454071076407, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.88305027714257, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.15427602560794, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.60159933280087, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.43075616053804, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09599194616373552, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.717878435989746, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.231613320920545, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.91707594203007, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.78226266209222, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.2210469426786403, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.618665872781207, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.28412820881351, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.3502274154317, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.09841660164875, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.591428399546544, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.68435601866355, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.575465074340514, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.075669782601835, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.978993610326086, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.0749024928256, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.14579733553785, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.85659421467699, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.851612388294882, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.57140648820305, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.663831007206426, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.22403094812648305, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.291564869244155, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.00907725360216, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6315480773840818, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.25078262248752026, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2752511330518814, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06296600237419625, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.31036589097434, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.755427206517055, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.382269841610338, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.061657618192413, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.31830026821103, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.21012265414805, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.1073942448196, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.707706794540684, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.85617000510436, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.547193665194754, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.77689682435087, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.14900174810907, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.253397859006526, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.34194896827226, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.93075724042028, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.12959051655609, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.826167064079215, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.36189893684649, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.10196784787007, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.1115053516558078, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.39990781003624, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.45069809324339, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.37364524976441, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.10533896602033, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.7564986586433236, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.99923270799984, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.55784941417085, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.12093786798883, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.46716957663824, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.39701356982638, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.64232304737723, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1345549095691467, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.2095010209702, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.99316925500381, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.92898755921766, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.75225732911153, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.65288584748453, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06151692726541569, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.32023705610018, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.128264467581971, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.250865573397192, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.535697874387722, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2212722761231305, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.097263720399866, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.79333226281216, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.232578972570536, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.017866893519027, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.5385890122958017, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.62755574790839, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.59026947488184, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.4667436105499, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4341874872575033, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.053584334120899, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.82256206261174, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.039648506410146, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.67299448974539, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.885173862895826, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.544884890558166, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.28788083252965, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.41048899222693, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.189408918689026, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.844774002991706, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.74172799409561, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.53712795246257, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.3639442443808605, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.615489480226529, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.70664854670221, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.364059809628344, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.3134938838744, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.32424883854529, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.04972679394379, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.054152901947532, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.688212011999454, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.01853126135998, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.923212754326471, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.01705080365026, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.089537868625825, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.16350657722916, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07918500113123628, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0260729212599244, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.863593551812386, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.63157616239079, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.207417601643499, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.82523608314841, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.85353226402307, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.33201271254185, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.573421548641932, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.25479560908951, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.516244185578756, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.04640416719752, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1178648757092446, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.55472129682987, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.07569801608685, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.382915732970076, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.94072545177372, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.884891261437843, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.75349955522745, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.05386482028698, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.642640583319576, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.96801461360613, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.604906763969495, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.267457811588, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.417309782687795, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.874403788231689, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.816780766146167, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.79657393970183, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.89099254803136, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.4945699827674, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.42745193226006, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.40901875152005, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.02357447767346, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.40612313951223, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.91102739534523, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.12461807048291, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.5375180900887, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5475647200339324, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.49370986788544, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.415099194029324, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.7280367531942, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.672759708104422, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.180574448592495, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9155482755652429, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.25665347287090867, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.17935359718912, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.350782968928286, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5987848715151927, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9711717847152954, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.05863627579478, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.6864320128484565, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4630769296928179, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.95427424036441, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.07253664321928, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.46150844708303, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.34998864240055, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.05100036357001, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.398992106381485, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.77596847529739, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.26081042810401, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.221729622932827, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.77628892630446, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.83415429845499, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.6288311084578, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.00344399170453, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4346605505724597, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.5093359744015515, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.89915024663503, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.76293416451432, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.187698458215891, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.695954638161425, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.585469370584235, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.08414670498462, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.090719739134556, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.92249260143112, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.51893295030175, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.02764770493839, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.097249128357078, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.11005478046968, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.8715800766723, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.21228757021305, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.5330312001193, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6661350795665157, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.938140342876466, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.381779005725775, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.89494714692063, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.47400610795717, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.882292149384824, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.729285162776705, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.773209746131926, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.44095908201567, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.086705240821544, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.187076139991177, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.873788446703486, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.40793025273013, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.338507032021653, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.38003544000807, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.46015448751211, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2119807828426019, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1994840665604443, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.88650616026243, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5695521949133422, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1966732627832073, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2439979787949369, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.05694273748622436, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.002530713244937, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.633871317843216, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.850274567082778, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.3879010291373675, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.34472567229574, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.1493676300519, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.20033481206679, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.223916065681834, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.521897428132661, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.38205271957253, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.00262196260299, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.60565457155803, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.84863679536343, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.53949569590152, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.72071723290615, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.388005280511834, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.25819275318469, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.717245806186725, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.21018361081282, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.824976859211887, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.81289185775407, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.57167504114794, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.53698817330715, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.356173239991605, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.1873085462425195, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.19636483470319, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.94098859267424, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.471497974357135, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.73555446188587, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.42653925132731, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.18543664282086, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8495779096162437, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.49637140524054, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.270669688002656, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.00442515496843, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.59572677158181, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.573702634999364, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.05438274928852138, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.04657963945044, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.6277567360534135, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.860973523114524, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.112090128683576, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1484716623575082, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.93098130083534, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.266358662140874, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.34441830063605, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.612922439823706, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.089935954053601, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.905075664406382, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.89223593755959, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.6125335705636, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3202550568142328, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.40925122362438, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.57118518895217, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.90803617686376, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.8017127546939, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.023375783498594, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.264956151396632, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.81935389057715, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.71620753394393, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.420297641739836, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.01544152354612, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.191557897372945, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.648799539069486, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.923019764788052, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.499318387769506, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.8495366664097, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.058015843496946, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.13047644598126, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.94950544842865, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.829620471354474, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.581743614843049, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.32137906883649, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.65377454463079, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7442634461636715, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.67496325404099, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.627482890053315, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.7396327322746, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07408966231002978, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5011637062296472, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.2517065645276375, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.04739469211488, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8047919102656351, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.09449121863727, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.44182072199712, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.82915854488448, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.033654334682581, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.44924614466575, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.288178656313562, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.2334005104759, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8653382112115651, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.00739828061992, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.4253850765807, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.487134519119763, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.37999531615957, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.762778630659568, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.06484346994884, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.49770883898267, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.238001520412439, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.40407287858525, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.701180491890824, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.58302884189669, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.3683235451673, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.489902184276474, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.26233610037923, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.04927267894885, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.073654300652635, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.6018931870091, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.00401133453448, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.05283991857421, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.378182694288284, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.63383764444737, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.313347045807006, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.368765604120426, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.1138186062891, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4916420934748089, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.02149864974336, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0667527367208436, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.247054333634296, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.942799840353246, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.056305486339312, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8463563855573, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.23117805147251147, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.81943013744483, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.37885859579144, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5125758116344059, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8344706458325675, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.4798129282666, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.739136310361005, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.36127711759206704, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.29235391829863, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7916246654702377, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.96235020331301, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.467683490726046, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.656213709395303, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.2867277382352995, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.22993628841124, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.26241562805635, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.940216835709805, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.138880183991006, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.87934091867211, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.91409018904584, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.69796296288615, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0014434695586942, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.9471670652384887, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.92204532996621, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.380774558746708, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.8771109840422184, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.89248473627717, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.156886183735, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.31625950524872, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.009746864516956, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.9367031479172, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.84723564940424, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.41739669407747, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.61535129407227, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.000295616010675, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.46518091511835, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.471213394309075, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.23178834142465, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.121732184791256, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.296942329443624, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.99706404665727, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.4136701347864, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.84615332697538, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.14165624613983, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.069401891238726, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.94755911013344, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.343121012364264, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.270212477888677, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.604903697724325, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.623763692162015, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.91436944855016, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.8812006930564, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.1971998436874, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.16771969348426, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.20113635593270374, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1159988616776104, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.04815127085931, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5170402643165062, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1572286493521915, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2174837106321661, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.05104487152635784, tolerance: 0.04778379289291727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.38758628408044, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.456506271831785, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.390759669125998, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7151891240596058, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.36168879155133, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.166104675336726, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.23208487379878, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.947232378918926, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.561751137880975, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.215343168196, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.19300789507288, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.01434347024062, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.517002013980274, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.713265176952305, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.80665052718504, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.604317787175006, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.187607000421025, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.04879062231623, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.29147499853367, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.5790235330222515, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.17416738997943, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.89548169436543, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.67106492066533, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.752636040652746, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.738465236083101, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.150078190144598, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.28419732724876, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.17104390283586, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.98319888598257, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.4087039625802, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.68630096519684, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6155822417229047, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.75094852072127, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.52449105410683, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.11168988400155, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.392417164463055, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.42679328260047, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.048268200604269396, tolerance: 0.047318929400976276
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.72643732506367, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.212976491462257, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.56476013993563, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7456812438298073, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0753040365828497, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.42935108095227, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.68384111951033, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.4044735819532, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.230892969867909, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3295247733036035, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.810006514823556, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.16030879875267, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.723790847310795, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2224432487595607, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.691638604005334, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.32195361957092, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.77580359819029, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.12700018196028, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.12348934223931, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.25806673687765, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.31194660506628, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.6115952576817, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.94170689978, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.16960916167608, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.57722097332527, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.737738502216416, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.515405235535127, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3909743927513318, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.05475409044001, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.571440795296837, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.43556569610399, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.53034663720294, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.856556328061345, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.1848269364785438, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.252857203419865, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.2548856266934, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5903577790144823, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.28561183983307, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.723125713884997, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.29265146339563, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06950233800648675, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1403743449969284, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.687278033499524, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.44275815817159, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4976240303212762, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.62290019067396, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.03274782027924, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.06056912932456, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.556928870716263, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.599917994214906, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.19071511595078, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.38565846947691, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6836161606241831, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.41866181232068, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.754729767062, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.70024133603448, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.78509629041451, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.703355247172738, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.34810219987973, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.8995602605259, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.884421697280146, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.80266797129926, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.145610241985636, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.863865365237075, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.67295378746695, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.1539964815334542, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.017725086676876, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.27140354490282, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.51260281793614, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.677730995971274, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.3595206711268, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.25693826618087, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.85083761668338, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.8374439811969, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.874614692018724, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.60128715852349, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.64878663303435, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4432279795618115, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.51889888766988, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7726509731299984, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.73075377339735, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.8880665430014005, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.18706312293861, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7850773014764059, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.20912797349967605, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.42529175423934, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.37710228186201, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4418283090927275, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7242464738875753, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.8575816414729, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.943724670975342, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2877081081852566, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.59347452691307, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5637744116551175, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.4309565156659, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.794085343295194, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.369771759922884, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.703317448217717, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.2962694796871, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.23331591718022, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.6829542723026805, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.466286387273755, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.89339292287067, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.15668628878797, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.395534646525135, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.641670698739688, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4730948264000006, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.330730182495046, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.505112773027093, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.6017641667164355, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.001129054188198, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.92979865945358, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.61527479760585, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.92817966505598, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.92589549628269, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.14033254366066, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.77208656189022, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.793644212482974, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.05339531435168965, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.88519573263727, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.014246968715085, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.69498625259354, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.880735800695675, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.5834396493890495, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.6949686893363207, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.1390361923703, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.90723339808261, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.24943710878719, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.37028653617922, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.965057505571906, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.0989614316084, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.679274902311704, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.521144501830037, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.307820805553973, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4059608010995817, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.37755631142286, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.472054996782589, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.02229022685441, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.68826308838922, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.19132718797902726, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0406660385995679, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.01177410584033, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4721916133443642, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12790423875577517, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1947927674744392, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.368500027362842, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.22570189993138, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.9918734023507625, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6753803731392622, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.371077863094115, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.249547343267892, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.2055322259398, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.844430270087457, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8697421617734733, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.0465920304313, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.34902200203129, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.37677914014887, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.389587373159713, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.86378204388958, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.27422603930786, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.7762563028825, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.50733151949598, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.35713684333285, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.346386644678375, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.366503788580957, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.48542016957953, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.409832161201194, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.7808492552861, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.53939730858514, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.3846016446568967, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.73294749975304, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.58882289824403, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.32490798258965, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.21057907373117, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.34557305206587, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.14651596435834, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4233124828539303, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.85417973022294, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.75520079684851, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.06293178425915, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.144450939536014, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.18593250703782, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.36175529296132, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.561237602332824, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.352500305680508, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.424520907264821, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.003944151630833, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.92812822939763, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.04763555791598, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.41518302030016, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.869762132576454, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.182515430809815, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.231214711794763, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.39548133066353, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.8013636689754, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1358677637456367, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.325967735262452, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.074101226687986, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.64061376980848, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.48207693255375, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.18650277864714, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.47246102587806, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.766928880676815, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.946567148112365, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.727121508572196, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.307333698480626, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.90086024671086, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.80420170227032, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.137722815544407, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.289624399891153, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.021244012907715, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.775913667047604, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.743761039085854, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.06852710527286, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.092461312891686, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.848919222370739, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.45906554872009, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.82287419367776, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4571487830756382, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.85095421859799, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.309710583756583, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.8231927384657, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06534082205200775, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8863421502425695, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.167653175048571, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.8182487659023, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2597255225896902, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.45147616796689, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.07835607862805, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.90210703959872, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.1350536669310145, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.70806699581148, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.20699626594714, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.50410425321061, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5502277539325746, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.78998894983914, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.06417748397055, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.007411120420414, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.15718871636817, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.699410556676696, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.60409610683428, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.25912286781403, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.5738945006554275, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.16506741786162, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.90705215730564, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.1109064524648, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.28126980225386, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.858432838668506, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.012582874709665, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.46361857638098, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.51421619591656, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.72276607390728, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.39483707676243, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.162337488317604, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.43594932307562, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.0173755971498, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.5684464546205, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.819562518086627, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.14390268405515, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.40096515642849795, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.98696093977037, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.5221928477761253, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.18022543923695, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.341340192240523, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.53410172704895, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.730582349282372, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1899277889839368, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.9982365687303, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.532047063379835, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.38323998210097443, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6344034994553454, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.19336083164097, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.272215088266449, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.23340350688437184, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.85872898854461, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3769882936237536, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.86842237073456, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.28193088721537, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.030247312172605, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.5190465064337104, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.954619120911048, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.40072820904587, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.447031039177148, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.0046713307884, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.87648497456567, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.35790876823097, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.094894757404745, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.340611715831244, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0714732247273844, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.053949324652564, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.015783042365513, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.3565804883538988, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.972898946680715, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.90044391125625, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.50512078032435, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.843141791655256, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.890266412054174, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.399264554166, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.0928286239534, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.489110964151195, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.04989268411878811, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.77728014812482, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.52045777981063, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.88428920691115, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.48192281788515, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.047967234249882, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.1323839508017954, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.442932187512724, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.37642734465118, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.67468230421971, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.56888506958859, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.891440252933762, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.2278266210633, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.370093866415772, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.832192504505855, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.271344978055907, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2207702761928658, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.79900287987698, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.104608151096954, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.857533374371116, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.91843483906044, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18241367563081212, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9727440370716636, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.70821465945343, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4335791776215956, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10570382854086802, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17523097332798443, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.854574090184741, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.943627266750156, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.643935145019981, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0675105267687002, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.37913223805879, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.391140296259778, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.12333234131577, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.890716932600412, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3691965965761312, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.87526323139517, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.47154839714347, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.69453403853905, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.31257406832978, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.99151696718762, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.11655374644238, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.90481270449098, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.13722773556785, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.642864134585224, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.53155157809449, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1817338417320116, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.74818875529934, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.10225189031459, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.866814002441245, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.224129196018254, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.1064661912366205, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.8369691925501, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.85608648968204, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.906704710460474, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.4181485242352, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.23904430377902, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.56752606431729, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2634292738470094, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.74676965546168, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.96331427006241, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.292917018491124, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.8537719810669, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.74771987767508, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.95432851285412, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4350034335037662, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.21379307576055, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1434628091627985, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9356102876507748, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.4487173348935, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.359471380283935, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.37878020132038, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.527880082262868, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.054258797739692, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.076398416540258, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.5986425884247, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.29305820485639, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0602068121048944, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8581059074983273, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.827157339866986, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.50093745603766, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.52752116621019, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.71273411368156, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.869872906456493, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.185456189588194, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.614672434525517, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.751087717517805, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.42866277640689, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.784152413622735, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.81499064215548, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.787159372090514, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.194476677834615, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.462139777978194, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.560521318345394, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.750753296256164, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.56565458062752, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.507061840014075, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.5627270705667797, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.91627437118345, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.35894477230414, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.341161050448079, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.37276389392636, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.31829255800531, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.33183332186644, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.061537049255605325, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7034030134699378, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.690483950992501, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.17440507529503, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0728472102168212, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.72079297453942, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.64101611661951, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.25162583007511, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.7609262207027996, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.77483209447787, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.322558125112181, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.44804624880342, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.45045845081074276, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.12271015968432, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.35414171716818, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.39892670070509, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.49731634237325, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.718912962834565, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.83359718611052, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.57483311593458, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.299923776154799, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.49242594338048, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.955746814359884, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.32504303197862, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.150914107902253, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.5966349389177026, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.19398750795682, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.62313700844524, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.709760702150646, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.737615666062496, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.01864684139585, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.746245875464325, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.129449934870564, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.17403478432374, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.37481976976838, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.0241379751032, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.60053370729963, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.36377435078478015, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.4266618061112, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3071461225349026, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.59648194381917, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.174041519084199, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.065691210715613, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6818997585816646, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17311732220809972, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.53945765467444, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.63075023177015, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.33427445340851136, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5604418009581309, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.48845367028133, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.70221517151802, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.19252247030073022, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.08912137516704, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2223568939693337, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.27577190669555, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.898920128198228, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.483206441514596, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.633493723320612, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.16721289244653, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.75716251945187, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.2299648412333966, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.1594912698275, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.82874029686621, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.51891347156479, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.79500464207135, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0868537973583443, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7296444897737047, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.037661547222086, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.828866970677893, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.137305606056998, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.731825107586133, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.065708632109306, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.58694270143326, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.75872005201458, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.829999544553985, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.6250062643573, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.38067138035015, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.593646213011738, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.04678724358717545, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.67441168754419, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.98535387290414, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.03983894891829, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.037200322534346, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.512639187941659, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.609744323548398, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.61030194937865, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.82198559404856, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.11585361366204, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.73810592118397, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.49478782423364, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.334543204942165, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.35397130973925, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.197017337782825, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.462529009835777, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0647669159250768, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.18010227676945, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.773460084287279, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.70870153468866, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.757698333125575, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17427795868729845, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9114191889562449, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.062648096167266, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4000958978794529, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08861107836003157, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.15826089527502063, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.76409091307113, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.612289345804356, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.339005622838613, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8825874449123603, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.38069526986021, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.58399931670658, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.98793066213292, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.068594679682093, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.201940144332923, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.700808675267496, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.56139379843114, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.96906260112618, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.42590130214333, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.09692167261136, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.31992189464799, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.99110112815437, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.017147328074714, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.90648172563429, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.03722341040529, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0201686685500135, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.9639137659371, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.95996165247408, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.26862821926326, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.85037217259054, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.8893389982212057, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.37283743556293, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.08713520867181, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.877699234240822, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.60632248159934, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.09086424928654, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.95068979791357, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1300855520391337, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.23354954098261, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.1493192551289, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.221184141210927, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.52216605579173, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.99772522458076, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.50580300050889, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6663185766751667, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.140292834186113, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8962814345357515, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.870942651245656, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.98967206719793, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.62092892376975, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.29732574687759, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.2038197197800855, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9439844002815789, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.269617065575687, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.7706288563112, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.20266149843613, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9908013128843436, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5290258998697936, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.58066138070285, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.35564466050755, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.1639320862501, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.869568140129545, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.421223242229644, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.56861647784331, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.538548869581973, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.989147566425288, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.533652980976925, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.745692713300826, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.08791448595781, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4613445068895317, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1051940559164848, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.381526132374034, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.830383216819513, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.26311143580631, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.02320430759787, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.075719644243577, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.317323121181289, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.60181139107492, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.86420882633954, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2395925543901285, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.85269373076859, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.683192473489413, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.81911216352111, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.05803855301655858, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5688606400831304, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.2537477488136233, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.51172044723958, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9241248730207303, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.4176462790557, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.470870069062585, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.02636923592274, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4284175991179495, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.80125591384467, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.52514408249678, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.553796554746526, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.37453736838625673, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.41807523793207, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.62499983189137, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.86795203467514, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.80646675308944, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.59744702371492, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.03731980170872, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.85376834122556, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.057097755526712, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.78580907463375, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.26375894425158, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.50708672254754, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.246156459273266, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3633340504583202, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.52176272986128, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.7512480332378, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.814754907384383, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.722870635633896, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.150326994566484, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.96891608334511, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.928292188780375, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.30779552063458, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.27822030344575, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.215489995255126, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.01992737666046, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.33080381873165265, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.83890308568486, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.121113171017157, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.980458472396975, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.289212550606237, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.755602365551738, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6382089491168017, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.15832679135803573, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.05005509685788, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.26293608014916, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.293016622421419, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4989659876432597, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.74405940165045, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.2157796911337755, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.16118304093913594, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.55558217159651, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0931271072926165, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.6539482143786, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.6221340413137, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.589460507820803, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9702197620514994, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.884519031446303, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.18754302197678, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.029582277664332, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.022598789541576, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.7503449726378, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.64079258133232, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.49503228486904, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.871508818826328, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4373699479935738, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.240079232454207, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.884449310218486, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.9404159787658273, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.187640781136253, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.421744012860557, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.548486465416204, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.66543650687046, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.99248354055311, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.81843386861829, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.63655280867152, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.913223675510949, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.04401911565031469, tolerance: 0.042177804902292705
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.57431058131286, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.410346704392566, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.16222415130773, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.54829246410972, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.975226998887649, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1281772613234864, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.42129920196311, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.24458379417422, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.56879174823746, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.87855215592741, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.542615383929956, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.41946996525054, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.58250175997503, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.610107178299899, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.849762333084357, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9335090770526904, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.52213098699895, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.474022121004651, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.59950642339973, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.113393669869424, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.16682332871033623, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8559014412173838, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.00010523164272, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.37085769735449503, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07524388855867414, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1434562122292391, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.02579704954087, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.23353425583903, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0705939404207925, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7352161930793386, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.376005108585474, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.8224859124241, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.80158258931644, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.368418237537156, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0908645859665853, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.522620160059375, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.61932420298747, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.20169671833642, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.663073218391588, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.1804077528066, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.866020955463455, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.03614958461499, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.10159874076476, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.14848620858977, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.06543571848478, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8780928463698103, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.12124553423271, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.970689175139526, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.04246749538932, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.402704339517896, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7216120870230043, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.26711392009895, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.28301549358628, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.118133143922194, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.77547861489701, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.90263901570356, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.29724376214436, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.01736117257974, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.2304126652071, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.313662162093905, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.607758882661244, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.15127610697995, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.84550289223563, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.01767998551479, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.139542763040538, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.12585988084993, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6774282005663395, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8102298193317097, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.54796904852772, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.83346611045414, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.17271806163615, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.896332694723895, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8496619337116726, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.74877220197223, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.91221132641398, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.3912920898661, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9271168210913743, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3700491468119367, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.334344548830984, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.20386133673023, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.303791690151655, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.03131408732369, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.103856857718057, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.917394948510264, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.661163764232867, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.418524596233567, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.62234362841396, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.905029143581544, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.073550868357344, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.15822792675732, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0213220080621284, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.72130535216937, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.50598595343868, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.154392348010134, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.44253943009753, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.778256028224604, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1056135292337785, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.49415566376598, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.33968846058187, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1501695027847632, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.29224797265563, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.345124461016013, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.28552832597839, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.05480078398107935, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4679748645210111, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8555213536188546, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.83066386417153, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8043057532484568, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.42707884423453, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.653988513089104, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.15923061163852, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.132208276463871, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.58203477302072, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.804067318847643, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.581781320769906, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3158175331182633, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.67722261187272, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.87711378754656, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.408990119021126, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.08554183359063, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.537899920268643, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.21590897618707, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.09785740992709, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.8409847479779557, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.04621051246254, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.8055740633385, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.65778300634916, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.53683742617497, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.154273171642302, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.9652976508438655, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.85066597834933, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.616864407546785, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.67906830022207, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.71970245125155, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.779774579149546, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.83074145810059, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.41900602248204, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.266128434303482, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.394102855776907, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.40325374199676, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3013691414291486, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.2245026850813, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9590217449070906, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.33300129294926, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6147272479062167, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.582057710116914, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5988251114458762, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.14525647072477454, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.53104487446043, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.36993144704262, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2579981919388956, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.44741160235324173, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.96130015583762, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.798491001099137, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1367540396960294, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.83656801865118, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9841891844962447, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.00381736184772, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.43472159357546, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.229009887174584, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.472057065774834, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.05269292862043, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.62472013166098, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.844053894694383, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.860278162445184, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.64145818809737, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.88118030038234, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.194240353010315, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6875347994204617, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1862982077368827, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.628320009625895, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.137313027909585, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.762952883324317, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.246493889997765, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.01996115139758, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.163143279197726, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.5748573287394, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.45040358572372, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.98038304951694, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.86136987018222, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.492751206265837, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.47526228968019, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.796757676039476, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.67210550744801, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.01677888115951, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.4336527610012695, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.689778620930781, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.718730917710616, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.64485023163353, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.03085515759045, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.990782088647904, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.884222291492108, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.48292940734318, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.017154809284193, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.066609507813382, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.40568845839971, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8227143937839969, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.82627821813139, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.202333969967128, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.4843540712356, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.9029853202548, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.15996977208919816, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8054731384796696, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.449586451173445, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3451648077542586, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06463918076519803, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.13047856661398782, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.578934521340045, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.80905103941879, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.8333015153123142, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6180997127476644, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.36535117919689, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.101874056512543, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.56635633974082, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.7925575667221096, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9934933376303263, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.34064334614453, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.64603946770131, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.39365770009573, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.012019184157026, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.24235530134901, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.73336432525676, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.921837841766916, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.35597478071324, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.36931810980164, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.54956563441499, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7525211787326782, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.08946857563399, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.12247362697515, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.550282001366014, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.822859158897614, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.5933323191017053, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.45969485554781, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.44469392617007, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.466510492200655, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.92598141064663, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.67585004139889, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.04014566712034, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9221869269559875, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.66367475822608, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.45675291534502, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.194540569753173, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.74261589041947, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.20416588922683, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.49135322091715, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7765196947943878, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.165274622372607, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4825614856498532, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7535475632589339, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.12067154597888, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.97458138328665, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.00669189685803, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.60432709596364, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7689536526640381, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.463510173763353, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.02409934863105, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.87400270001915, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8688218515072776, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.227025989639401, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.087785893733795, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.04483146777258, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.872733998173885, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.05252462404238, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.899662416634726, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.232720811646416, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.939691561186692, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.01827430773082, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.69478307663082, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.182816038528415, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.589844644459504, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.8759456471574936, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9424449644902779, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.41218050740184, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.52075149746338, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.339092291876, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.82492141029198, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.597756521943154, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9218907270725367, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.57335431417961, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.78632245987546, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0710333387731907, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.6928153321857, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.251781635121944, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.73153744498785, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.05178897298026186, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3909577124380803, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4944033053695875, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.13166224498688, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.706675259123017, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.76321303875238, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.21252089136891, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.59542221778807, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.867649273613438, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.16333840169071, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.150195005465093, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.508654604876085, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.26971504602295227, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.9011990789499, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.11081467561675, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.018811534481472, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.33537213266888, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.53366690641289, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.36997851751214, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.30779071777931, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6478651201778973, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.27453908725471, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.55783221094882, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.77783192278469, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.997307890154815, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9660048545920006, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.501105678030285, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.92178843065324, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.95980622412003, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.60670598207679, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.666943659648496, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.123154801744334, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.835273245911395, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.5079910446526, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.303171397002444, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.560513394802683, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.7515838637153, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.274878015635295, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.5842411378671, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8168672373593608, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.65491578713312, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.104328696951825, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.427200668073084, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5631716213794391, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1336567163766631, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.9833667700584, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.89549148648297, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.22809231494920823, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4038208260801639, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.14120595110441, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.438682717092121, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11741450545724774, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.18017395690464, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8916108445083069, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.32618203779873, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.323950140405117, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.301069934215434, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2253466609219572, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.617694928000432, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.07907067896633, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.671765352468782, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.69727018912428, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.62655684308507, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.88413890776587, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.891965140959314, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5293862717825277, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9696702031723703, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.17597448377444, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.555110274246005, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6023948542629114, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.81795662496171, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.854606805004778, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.25518662830939, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.48166866732521, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.88870372237298, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.11161392473998, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.0559386913998, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.319960406966857, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.37585695605395, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.14577639577979, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.12939684270006, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.444109246261874, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.8864520176066435, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2984829031846346, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.39068896861565, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.02336703450719, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.4999126945433, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.688666544087255, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.421870022288374, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.525240857452886, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.626912552402075, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.562233654536925, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.10693755681993, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7286831767171407, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.09364354367503, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.9550861462614932, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.36614233948998, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.054806951085823, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.15364613089519708, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7595030860636598, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.34562448783788, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3224514373839611, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.05611228638193211, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11904979178046915, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.372487193461325, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.34041872913582, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6226392862255636, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5247228004143949, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.34886276423032, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.25359766793835, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.28418641273527, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.347911762174334, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9082832694817853, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.16443476410441, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.64218735986877, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.54608928541452, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.462507868037335, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.28311192656605, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.898447859075816, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.73776164862036, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.75351966670033, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.56939583460428, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.42847886831524, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6409752369757484, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.02117882825999, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.404588333093912, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.050758448931404, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.024552500348904, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4934954630780055, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.901464801299824, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.2337410690244, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.748386850965176, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.05816327408658, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.41187217802701, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.73898702700839, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8400624937705743, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.47035507013817, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.57897968268276, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.877656970623349, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.297582144120454, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.999552055981297, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.92810585872436, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5916046948232747, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.254392421901201, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3081241105582535, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7008353752507048, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.70563378112547, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.475517083785064, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.80086634612836, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.3267970213256035, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6996421189278976, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.37270779187702, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.10694367162091, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.659475859051085, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8153665672112425, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1012072251847371, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.68318979537504, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.87792320558927, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.80786401643047, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.799339492120595, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.793999932515618, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.515431404724765, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.3416260867132905, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.76937362554807, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.75101243258756, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.88587255908564, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.50122905967845, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.612879022991592, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8682083722905531, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.390936271196296, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.819361157111473, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.757325040846126, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.17150575630464, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.52005538727377, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7615951516763175, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.821042607701997, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.2049831733005, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0006539092903495, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.05568599481236, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.358814593165334, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.15757558607925, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.048974642000018775, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.33118539976544525, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1695219087991688, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.41511466650731, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6262708482786934, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.3547905299755, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.12536049942952, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.29063279589127, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6309251387434642, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.56453845241364, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.555706451806657, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.27629451200977, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2330180853604702, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.23739015954027, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.32640845017004, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.69357035943142, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.55673513103143, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.579307957512952, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.50009370906258, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.1677022845731, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4745988525458813, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.47163172477255, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.499373913310365, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.86788099747977, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.606012768064858, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7956456988450782, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.1110285491802188, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.64553634521471, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.727844899039667, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.451221655667865, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.94102107482419, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.94171260068066, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.941823823078153, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.57505395922729, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.173880839970792, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.538580917279916, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.06591136870077, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2508552540100766, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.9188172715063, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6914187026860077, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.946925842265784, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7263300714398042, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.357193868862765, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5307701895306423, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12332283193006788, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.40789142798573, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.788449860063565, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.20241137931247977, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.366671700282609, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.87711836564932, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.1269029720649826, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10189142481323188, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.37626368268471, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8123282838109276, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.62179633485025, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.279873707001997, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.72265083968307, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1374684946079583, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.527855996296083, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.54683958004952, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.511329361457058, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.536094894291665, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.54222516272716, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.30074320827822, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.587630173756025, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.392645453107832, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7819127118598033, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.86160938233101, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.113257737707386, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4566246370994804, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.81921498719376, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.910247430587816, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.712276309847596, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.38554925090423, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.0232181343044, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.2128242670856, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.22100443622296, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.347491929287457, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.274941468523, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.45853551752822, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.57773331251289, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.831633479576496, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.3324861216983095, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9625388393670278, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.357151354183486, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.38067231394635, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.97439403489568, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.73267585877191, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0920379055790477, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.54668222973933, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.38653658696535, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.093266141737473, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.933645237919563, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6483700425571897, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.60250741726634, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.7071217080136023, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.25097000204303, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.507746538084689, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.14779447736242446, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7174494087562948, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.62974131940166, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3022582372420288, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.04917202671765608, tolerance: 0.047725518161885014
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10894697349760918, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.36406562003387, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.82907784918172, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4348864718906498, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4497574556648942, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.32673205145127, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.45084977440763, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.9568382475835, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.970444856267136, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8336713342654036, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.99607506226957, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.60836963033368, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.26379847197342, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.015668343762542, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.30301057421075, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.337345692981586, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.151532472105316, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.273364683961404, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.74910971867718, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.64846073580598, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5414311672915062, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.783460330075, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.80684448045392, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.56724473521663, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.908887821811788, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4024677901627456, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.552251399792368, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.52017756636533, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.796993339650498, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.17233426481016, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.11197030188129, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.17874702221562, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.770112984648847, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.5971131114718, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.680698045477385, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.611649961760747, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.817465461500674, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.16916253746072, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.32911859058254, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5308760191992974, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.389805173712091, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1511613362121693, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6519530527057498, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.300948277562355, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.54552923095258, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.55672905796018, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.062887810711231, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6397893826940049, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.442972068814271, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.1613613477584, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.74949287870737, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.766397383642925, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9915877047218373, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.28344506960741, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.70255320065468, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.056742558661625, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.154508940772132, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.77475132141427, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.766330222574226, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.84203366030755, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.654593713256133, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.791066994992, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.57781521668673, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.70905230470194, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.367608716655184, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7982874930215758, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.60977708032695, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.35599822178267, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.365418843377995, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.48336897673687, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.533105287969477, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6210180105140353, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.220552310074382, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.59647636750559, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9377764941774842, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.38204546693719, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.6290111276585435, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.56403385054199, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.04633367205292416, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.28409007414057896, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.881011213167767, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.6813937567588, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5593977405368378, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.17105840480002, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.36811334769911, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.20833647933608, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.418614979450922, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.870163200807355, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.013763516312025, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.80651421476523, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.20342392819782162, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.89955492619927, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.52418588742991, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.429959441010482, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.67654748346894, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.669334685107145, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.60677797383012, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.7520960852066, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.318584909040567, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.6382798022843, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.61127273056431, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.92853015911251, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.344423000379436, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.640805105121899, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7809135245455536, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.24857474267037, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.834532523086523, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.63210981910427, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.498569780686324, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.180004440184803, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.151383394384, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.62047469664252, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.135221750450768, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.021091432937, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.3471594339388, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.22882376866124332, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.22890313793613, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5800552034144744, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.20972501780008, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.432837434279861, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.40013520162762, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5012157635448204, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11408593056529526, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.80541914078401, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.003122327091205, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18025239087666023, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.33477891723941866, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.85301112436687, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.8554508470061535, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08926840304144434, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.254280664784034, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7439449915422074, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.8913388328339, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.29455266238773, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.4261731610260995, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0585684650050098, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.735707830051354, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.02517109914362, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.3615338315511565, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.37655487804719, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.710620316736, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.211148199078764, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.28063846764863, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2737358870489288, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6185017402426354, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.667468705151208, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.793202254846506, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3238318170569983, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.177200073105496, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.139081769831932, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.36631902050192, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.28580556799315, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.65296838827898, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.28467362090436, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.35728063288681, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.53476266355915, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.17148841549769, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.73605718308717, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.05124598750507, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.180597511064235, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.770844461784179, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7043088897758025, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.559979869122685, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.71726230221316, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.45307616355268, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.449673872867294, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8529367415653155, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.947985509538185, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.275266323415451, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.656360484144471, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.86914426762425, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5793293258656718, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.59711401887282, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4662422114436424, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.1328218984942, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.210361607673036, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1423630268093916, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6788475415710309, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.250063272018195, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2842100336319504, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09998098034537861, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.518690095717545, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.27638187451151, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.26690092464176, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.38903739704545615, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.29919273761524, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.692659558798596, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.58596524873948, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6430725192533657, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.76820044145785, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.833698292787744, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.76738662679351, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.672350157100226, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.674111853820847, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.30235618137852, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.026115130980372, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.973045352824442, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.68700715695718, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.90881902354519, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.16255842320345, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4522003092355646, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.2557074104175, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.31974711932196, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.09978794933042, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.374773878704246, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.2598074730124154, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.379064128635832, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.337056545748425, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.46334174595998, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.26878400714769, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.77731814362693, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.38511761434805, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7092854744307715, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.99908727057908, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.762236911908076, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.375066593063082, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.30345177366932, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.658897300468425, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.6954869059731, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.47941395624366123, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.568416680344882, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0092015861590085, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6067129798304336, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.90520455645982, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.639810289126956, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.27565443604547, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.811753225352163, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5877723474389995, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.647084803975645, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.18792070890723, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.14065263508036, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7213914023105303, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8963306575814158, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.006625721659873, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.52743745287643, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.575708978134344, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.01918377535671, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.831778254868908, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.98614932454896, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4216964390421367, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.65862288773019, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.81498389238132, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.978760481089353, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.14205298709459, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1387925402982546, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7323873843891135, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.030535357194225, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.092695532735945, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.13080710251478, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.76151064180905, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.626606448670003, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4971023494274505, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.75670481650741, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.96154879873397, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8813515728179766, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.67298851672336, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0315687843233263, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.95129012454413, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.04384682280687002, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.24645618486596277, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6315357542557649, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.93084957967508, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5032672816212767, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.25407200985279, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.862212406246243, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.31835333563464, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.2276733832819673, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.10158358629252, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.518461804429222, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.01216228323841, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17927681282492358, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.15183673435715, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.70441880013045, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.225599137416594, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.87536742936108, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.79558094177591, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.69051828657769, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.05434114614593, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1776071073171863, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.77520963549895, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.87653016350575, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.9603378419214, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.196829031284693, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4994704989516663, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.499651601495202, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.72909337132299, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.214705342844212, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.069787460430774, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.303085036132444, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.785591007308113, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.46613176081425, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.22653589412751, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.179818551179324, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.163792404664775, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.59618705885924, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.20862509807017204, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.51510302607808, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4806643925264211, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.44392850332073, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2029309747114212, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.542003547141064, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4741693353897176, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1058009848093775, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.1767027684613, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.49939478329344, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.16104951651578858, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.30721389053019266, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.55904374216183, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6180202204911325, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07888383845681801, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.679556119675794, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6845719784520838, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.13546619201009, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.361531907083986, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.3572090178273015, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.987909036479607, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.198752566266052, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.51183755017792, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.2213082597946823, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.21796710442237, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.00421055151244, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.67359332385351, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.97039987624285, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1697945778619214, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.475692335321554, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.57883927011187, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.580717082615706, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.2024791500020626, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.8287619942475715, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.543448881697003, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.126955689248064, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.182544425875875, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.639002688238605, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.32777219911725, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.46541923319292, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.851382819286698, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.064712876548185, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.979301841997895, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.54595728845101, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.492152048492656, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.2007905623555075, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6055054939418483, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.95630313300316, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.03360314193948, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.93497001898442, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.680454881548854, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6768928319017959, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.43179033755493, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.27581633311263, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.248603366161603, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.899343026412424, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5196093287989356, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.21735191628312, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.2487548784624494, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.01178961108016, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.119725797343449, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1373093257507776, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6433045545486493, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.161201789589086, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2680005851517535, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0919986435800979, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.80761674953618, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.68357257820892, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.110715322665783, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.33937100156470024, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.84989876110177, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.97552359029757, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.17309513320524, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3582741588554086, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.710576377850316, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.67523979915492, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.7934531975591, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.682601394986534, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.4307691503476, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.281432410131345, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.94182350681021, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.985805432907966, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.18388967688557, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.04885390361633, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.93104461290439, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3718725159958183, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.3330243014878, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.934537268921446, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.646194105023525, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.326514919661065, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.072269009300726, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.354673394586683, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.72372181578908, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.621091885488823, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.34778341849861, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.40900899049339, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.35140170206441, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6565030046359652, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.638759016865606, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.823912276272594, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.157075167296881, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.756649549098896, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.41907296386657, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.02823258057795, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4355541336774422, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.787691436091876, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8801673774578376, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5648962274146072, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.51720767991935, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.265081515723153, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.95891524700406, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.572649228183735, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5422600373407249, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.962918333435198, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.18714948025635, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.82479048546625, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6800729713605733, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8134425971751398, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.851948350495817, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.36433390283432, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.32818438723399, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.311270495913362, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.87394638634322, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.17555984347905, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0656011576679134, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.76766092633207, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.822798774830076, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.903255382905144, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.74884371608418, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9252776561201586, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6702264478007578, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.62467100654743, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.997991589986498, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.02826483169906, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.00685528663985, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.791651286511524, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3873696220413763, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.415910824827193, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.30087992227203, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8304967780450738, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.92953308744404, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.541468433090756, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.31969079474028, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.04149677893917669, tolerance: 0.04084274205128935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.21432440177795797, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.433887850190132, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.16379959438585, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4557440582024128, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.504120056242527, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.571497675266073, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.595743755408478, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0556240147315634, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.228474073386167, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.064685304793016, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.805140793515477, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1593551412788088, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.01845573598945, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.86735478665157, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.078519476697522, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.46032445426152, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.955205425879825, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.75176829247181, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.38632360579399, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0497817834950354, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.87240716206861, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.27990753047021, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.464610333339266, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.149769572951527, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.369929395855877, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.258522523034685, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.22422263419384, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.818173639441369, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.781624251509726, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.32323777556678, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.710871308055744, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.890027079567886, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.92234127174382, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.292682984233778, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.860971047931514, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.81377999321248, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.19004799371518288, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.77799146991958, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3915029748898178, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.65013767731338, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0213091330555244, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.768309863387174, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4493434052359362, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09834589216359291, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.52244408068339, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.24240623675115, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.14434160740194102, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.28323121414962316, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.0336867605794, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4094154700437116, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07024750740839636, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.54759478677309, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.632688098480287, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.3547655337899, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.47546153896903, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.4720856159215145, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9246634721480405, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.879811981722327, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.0053547617324, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.068673907194267, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.05924371937107, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.45398352961712, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.72296760608961, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.656379081598516, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.078464757560198, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3503598345657792, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.583181175451415, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.464241119733856, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.091233626469517, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.72093386425189, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.199460993116418, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.06725678176949, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.78260945165343, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.8864019466142, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.34268564044855, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.54602642596018, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.273262315479883, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.95393928204936, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.18916202926636, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.057457852285836, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.767363744513105, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.621737600173276, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5762447531885186, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.513892184554578, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.33012859789433, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.4191316668475, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.30600530045359, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5453241395014743, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.47724611531493, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.37379162740828, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.867358667201472, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.012435840508118, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4676558243963882, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.360999207806, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0512726656177165, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.88814532627282, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.2002497266744285, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.13259545274007678, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.610480824664819, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.323923898124747, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2533733087176415, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08486672268219309, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.207387068328217, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.05179853908234, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9513551100444602, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2983396322152885, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.619151638024164, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.293734057349184, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.71964588793665, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1096819387049095, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6596710497072991, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.52287393624664, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.24468055742514, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.271211892388095, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.270245026890223, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.355978648551385, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.062679721569907, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.980698135107218, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.776815377925885, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.16953203679314, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.919957310357205, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2992783099642224, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.92505364130136, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.643074260291456, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.204155651586575, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.678101539775156, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9068676277022973, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.456664853020868, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.6980905188166, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.166129674738414, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.40958627648776, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.0080548039019, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.045836703908236, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6100233397921215, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.484803063271386, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.866009590510956, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.95187220636899, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.178084780712624, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.389286931860994, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.32827935111891, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3979095522685725, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.045411760292154, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7621928869306203, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5262842901166778, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.13550595749972, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.022934386697727, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.60769853591952, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.344894289160294, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5021748425285182, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.37222000827316, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.22809168964801, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.790105106282283, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6420094171543838, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7410620527343781, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.829721711645917, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.21446347309214, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.28378127820736, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.962975514427626, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.865581302355963, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.33520762887598, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7619296302790985, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.969674654733637, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.81454377126278, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.22374074388108, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.49200807491826, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7260065948696024, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6115684303618139, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.37118849069006, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.045768133381785, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.03802158206534, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.15974223838194, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.020597443133568, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2897633657513552, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.18592989600819, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.61512161710424, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7844873581368859, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.11787485056425, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1383162396522835, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.66955959712209, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18802490016395268, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3559321128827264, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.38055166485334, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.41518894958676356, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.84377605744129, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.689652875709527, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.019465990805884, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9002861298540665, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.180637578230346, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.647954424953781, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.101837899911914, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.14275080399801254, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.50170749269898, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.01323105644494, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.986917302150061, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.41997881731328, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.146432976707757, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.79095111537411, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.75115632852075, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9335235091142238, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.95464892264985, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.76843251253419, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.913212516488755, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.191694050674727, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2502665647439244, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0505118572690435, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.7363576579746, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.606042719110093, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.77855382519401, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.532463028021283, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.912721559099992, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.433889504783025, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.26182069930928, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.463679014382649, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.975414087026166, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.00069033016965, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17286121806841948, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.0181032953086, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3111264389628445, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.82889875426034, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8767232192180359, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.06496519337611, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4264928204077876, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09161963420655184, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.8432779668369, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.201983321219245, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12975248324306676, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.26224336320353814, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.284392270605764, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.2253522298844928, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06299401806398919, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.77753557725214, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5870849816645318, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.54979961553173, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.477300028634147, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.7358276285586385, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8680074360711956, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.746290644383635, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.50451997454513, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.9134525133223406, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.899782003059215, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.02606939487217, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.37210917842256, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.34521175616737, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9978408611011673, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2399530812730006, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.669920594488048, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.43475780470186, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9889607179781308, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.809583927257194, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.994772345472995, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.166933995249565, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.104895745368, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.329781272136785, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.69975792592507, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.59966681031071, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.781203898050876, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.83870397342312, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.36646261348592, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.58207858453059, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.28075514696569, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.033245081938276, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5489589296444137, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.207785137602258, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.60724267108736, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.90484976616762, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.238084638472344, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4455397495379998, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.957412007780974, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.556934008301397, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.510283363266552, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.198487806158283, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4222160863672002, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.943152077369774, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.871748764039353, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.764659147210864, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.422698030678873, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1273912121620242, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5800912541384378, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.704187039042182, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.24011697233146378, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0784774856414856, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.698807079740476, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.38214115771407, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8092701315092654, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2641137245659593, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.74187697787613, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.640843688879983, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.22693697075539, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8922454655653382, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6145233429086545, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.4762291876776, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.270862839862076, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.40529160633477, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.188654988816438, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.662462827887694, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.368245626181505, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.771007847931998, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.457890314461423, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.27114652830984, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.1007651344498, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2334160095836637, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.95491619875787, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.437911973804546, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.77228287767116, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.355062555065075, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.760392910622329, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.666285487736673, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.25791159774553, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.0148403305479405, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.45442890753888, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.57539767347839, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.419917582561396, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5681369224143964, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.5107528735677, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.888795089073184, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.756161120820906, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.568701740889, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.5829670453993, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.5965153855163, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3653582335464307, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.339510428012147, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6536816896174287, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.49065169935204267, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.75873820288257, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.609619267517985, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.22310262349262, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.1277004887899125, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.46664351539720883, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.860117152045518, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.73876464954337, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.022293347179954, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.606980399940312, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6775705349242571, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.994264649859886, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.07041707264494, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.41688939427095, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.91834371038763, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.937844252989606, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.46568448582437, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.5013499306316476, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.253873394312677, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.79024954306155, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.849682806273336, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.34415655775517, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5399676867149878, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5561930345834014, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.252851002727112, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.214389454308332, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.144122487322278, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.41309710756187, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.306774405464182, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2025782749340692, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.055850605279545, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.9048682188213, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7426979848536917, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.37247792726532, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.805586506973384, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.00119972566208, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.16665483994978558, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3280517563100318, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.58138922308721, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.380315064943602, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.314064433385624, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.945827547051692, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.57195216021077, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7596096512466488, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.866904262501464, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.264357070690153, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.826409583856844, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12878191750485257, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.584501842241195, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.14227086061283, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.9491350698556, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.73945449522844, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.367729905338933, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.80846127089464, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.7773630622763, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.82744889628583, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.517813860713034, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.360542778048966, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.987931070875476, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.31257563876011, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1391823560858256, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.870065358514978, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.99531042381358, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.5475308926585, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.064679635665456, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.907977409735537, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.353378698900912, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.139168585556888, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.11840956182991, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.682338729658142, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.450791561549011, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.1575996676278, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.15684516030100326, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.23593388038243, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2383399677203784, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.9807130973523, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7604955148281647, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.42226438175021, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4054046629802599, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08524409756375917, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.1398249045412, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.352054048556056, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11659273375124712, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.24376998849788833, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.29146239226807, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.062285775955729, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.05684802621084373, tolerance: 0.05181121005422895
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.306674551707204, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5467777443382147, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.7210910600318, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.47307927126002, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.12053748848632, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8171624853954427, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.770445467466487, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.00845557644723, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.769427385821814, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.73911144510407, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.71472559165858, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.6142076551574, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.67420562617187, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9263423249301468, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.142321508839217, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.670946132371114, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.484507828971573, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8946681751683059, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.058307926152395, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.873903455119404, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.401097606764324, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.63202485021722, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.92394292800117, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.13309408084032, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.6268668968635, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.3599456319760748, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.72345592493025, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.5119715634546, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.11707089258701, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.2152795259403, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.434957289823217, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5234782825905029, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.018490069981226, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.86531874959869, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.39138737382413, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.41133163768126, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.36881339203887364, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.77493963837105, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.815005026091626, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.175285407802392, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.449070931748452, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.382290963715036, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.8938094425865, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7077971303192214, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.64351626373491, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.762933943180656, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12233319417981647, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5518881050912796, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.272873801872123, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2280513204072463, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07273490736349686, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.266192831329988, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.6755991535777, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6823401542238514, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2352952209535033, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.171092042178714, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.013946258288144, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.6961977132587, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7014396266374376, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5743114404519929, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.79777568967549, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.989091377459516, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.04625407589933, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.183908067403337, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.22243389882044, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.839940801408574, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.198375917582013, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.214148755039787, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.35397079321112, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.44912980216813, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1734572031277253, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.357898445207667, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.31237235509542, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.348509358153564, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.294437437726174, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.630196552818461, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.968111791281103, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.38602328475454, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.101168304284329, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.48252822001254, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.11191585807131, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.413674837202365, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5300347660456737, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.69437914302483, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.8925266935627, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.567934733572514, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.92939070126624, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.973645709397715, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.83375215251941, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3369985662472459, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.668197786392682, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5532623063514279, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4577697377606569, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.38625749907615, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.800819732877869, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.80614467408458, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.920079624495145, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.43496343967615303, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.41432086464971, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.65556211817936, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.50536927399861, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5746254625718734, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6215985433128708, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.326617885917727, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.93692748259076, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.70591869568804, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.131301109308254, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.080718430136187, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.56754294655988, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.2763990510072745, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.6107758146523565, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.749944802565665, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.714839817697566, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.28487805565669, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3662905147551783, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.504052268360482, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.257029351280664, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.485777840028732, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.333531531204244, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.34876913970865, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.644374626846457, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1243818220170851, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.015825937743756, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.17067071175951, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7046036505893483, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.29208983120142, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5300763600408516, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.31489549880698, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.14907875574760965, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3035606055878475, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.7665773835116, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3501238814251906, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.883125562930445, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.334241780678525, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.17420640549463, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6320526193346723, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.185486935477996, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.910482419768414, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.91154486783256, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11692507972003341, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.235917881170366, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.25468163135969, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.963597215455962, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.40138055573141, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.617787943401197, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.80467006016288, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.17859690874039, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7303815634510045, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.54605204996329, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.06056974773142, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.574598118752135, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.50379451841107, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0358579060593343, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7126597544187803, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.16225489840991, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.618109877083356, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.63861187822572, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.43028217774048, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.9994537596518, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.030267064688076, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.38879976627791, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.94341101502755, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.218070062244465, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.28516448714933, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.14181026789191264, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.43194066899252, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1721386145450197, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.10606003561192, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6661660972682171, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.832126925622788, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3858998339219397, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07929967235543245, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.41263244322664, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.67027871035407, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10446491289303594, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.22742296107253424, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.01670088720999, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9172530692416103, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.08600557322404, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.510963113570142, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.8691140326746, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.521094774693836, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.6038589322660073, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7714250182622209, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.928519295010091, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.5163336572356, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6354796175495494, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.57675689514497, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.50266992777762, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.426150168224495, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.67881692345159, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8626592811266391, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0556819578371517, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.75478658160793, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.607038574335149, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8075021518940844, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4374101736090097, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.876130013802367, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.746978641218192, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.34487166962367, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.63687118366002, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.976602578243615, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.29049142363249, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.997118371130398, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.61864281520573, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.6264048250098, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.527834593234616, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.04567051373655, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.826611242251886, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.49965143999696693, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.930458582182183, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.10470477896476, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.87810113669585, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.77720505384255, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3090369211767552, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.85621371752205, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.139067889497454, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.860538348892902, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.757106387605063, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3470614500478746, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.15586783085536, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.556858352906829, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.51224679694383, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.2011309934094925, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11774471942732134, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5256579321819572, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.004869663732165, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.21702806206479863, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06755992446090886, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.896792717561084, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.93310358530096, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5690963995223512, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.21082179978344584, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.02316627422522, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.411120994114128, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.12856542996246, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5336528026373628, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.538346518494194, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.25087875014523, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.475838832830135, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.15226054458742, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.251092157981162, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.03182411436006, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.46050932335166, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.132568801285203, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.027954081358445, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.41826100571888, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.94451821376495, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.118675812222591, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.07943111892314, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.26017728129702, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.931460938493714, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.444290604498235, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5140245365517728, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.349118086422408, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.053014923830034, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.373204105728405, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.8528411422902, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.61842925760499, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.962677672456664, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4953358346703567, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.01692615991064, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.87744024854692, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.932853058050398, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.26097324342271, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.53631612846874, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.04074379129503, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.31210793303705486, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.029879762826994, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.45993985028479756, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.42743084230352224, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.017411438203, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.433758105103323, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.35777904517718, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.72179439111153, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.40656172193354223, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.0247037676290915, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.966098845959834, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.22219204969727, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5447521819837107, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5720113793348673, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.81990192199862, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.80450936852969, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.1325948128802, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.563497220470737, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.28651006000436, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.64129963250335, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0811134756155525, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.032093688435481, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.693652534735946, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.76988299227196, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.298833822256114, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2041502306344682, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4554170614956945, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.37287783951828, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.844907851077096, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.59548023631828, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.873179945320686, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.02831480563691, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0524182237865602, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.057090007755875, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.41305227332442, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6697533644213252, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.83133457444379, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3010906595821723, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.61091387910936, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.13444965523922292, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2817433496376509, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.93636501160826, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3238080231147933, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.54516765086811, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.845195842310233, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.79045521964582, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.516069908441466, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.036081547633046, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.583324787990392, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.299115449225752, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10678206005297852, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.41589917930696, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.35065864382803, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.028999831693937, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.386118460732206, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.895395955998936, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.1892986833503, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.88658979008403, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6413123257983955, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.017066731782336, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.861472018365816, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.579710907271874, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.757875774321292, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.939365732945987, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.574659461674628, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.461103628759844, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.797891569343875, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.49398948114907, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.967622139952226, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.822165815625965, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.106874657462129, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.99084558515797, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.243139588974714, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.212250126236881, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.90919089353821, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12755490871182928, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.60656238699383, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1116907123198416, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.20538659833437, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5888869459291755, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.287838476154377, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.367818919686016, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0740465574871223, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.66224132164659, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.137196285848916, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0941418071768112, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2128849432504012, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.40699146615495, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7877606278085239, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.07707381336505, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4789837417018248, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.99433033246115, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.617880571937434, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.1679176442379458, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7301683144390267, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.20040296334534, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.02743504369508, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.510131075014556, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.41230196380431, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.37836504959117, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.773962292312206, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.09665119920109, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8057028346912034, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9785249093876587, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.919252930978644, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.796675856744855, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7267110242336798, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.92273435314695, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.921414782986886, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.188101679633178, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.216197483936128, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.44581965245476, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.22139029570303, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.95830138058922, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6828443681727094, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.52307006509196, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.03169356031385, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.47463128098255, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.74108644182459, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.208044138377659, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4773393513314659, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.930943968837994, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.32573844271718, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.12010483806296, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.29919101006996, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2618841945410395, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.145834255083344, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.52157778009959, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.564335679716379, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.116495199860026, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3158546634690538, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.68272190845576, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.417358003872664, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.38251667813162, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.7210006256266865, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11350829321202127, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5012164210999117, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.87860550898776, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.20691847743461267, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06288480765203985, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.5800899804323763, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.15551516862595, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4671701642211872, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18987167515280134, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.173808690426313, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.830868803103073, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.52393684725422, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.385760706748215, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5060482986470731, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.91969750086764, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.764897993392964, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.680630063920148, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.385534374910435, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.08315618446815, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.214450139372985, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.468638706771344, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.898358574129844, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.46425748397324, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.56944657972528, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0684623267312645, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.07374827953626, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.275799630222792, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.52002067522291, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.762297572968947, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4100158607946298, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.798358087292456, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.22198463106764, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7905726198432603, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.35971870248935, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.09569802977168, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.00237515787302, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4637228666267674, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.462509665255965, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.843757031881395, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.305781079272265, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.56421058331682, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.25143408824357, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.21818848643595, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2901132087614542, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.423159510900547, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.37465993170638967, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.39942916030122433, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.65165688501027, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.390975669481094, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.87889319743599, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.5327497266883654, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3809741741425796, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.6828413145120464, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.65300876474336, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.15512803443943, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5170973066296369, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5278736706444533, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.449127977957744, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.68056964022699, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.681442123495657, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.183246922211339, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.544177060569154, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.6874381844928, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9106401029111453, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.510459914923388, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.62140329192634, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.977057955443172, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.374243664963814, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.052788434922718, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4098659638065385, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.591904111431518, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.279177526340959, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.920957560527711, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.90375412329976, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.45406067795625, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9787260379180793, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.1718246417459, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.6324936608247, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6377740453258696, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.94010648983706, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1100652642104762, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.88950586369803, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12210783391992663, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.26253914172227155, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.09098598979578, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3007338409040017, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.287801781906524, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.458331331982663, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.512248756417335, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4104268630513275, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.325458794362817, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.280234037964192, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.939419729309748, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09803873135587082, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.078114481419163, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.43038300328212, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.143844776773193, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.673917381669895, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.199479343694804, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.21709990704784, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.869102177992204, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5593634655287474, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.90406145204747, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.7533947809751, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.00260494668936, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.068241373538626, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8488030976430423, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4530698071989718, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.87870138515419, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.070763142017114, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.620385645354048, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.61142964412619, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.796553297085808, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.294777728084, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.86018564565347, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.578394604706773, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.389772097152559, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.28884937305011, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11388026340532065, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.76020516340762, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0562784032749164, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.27910756103002, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5250295295093679, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.783845773011876, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3510240333489776, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06939763769787533, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.88914240578772, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.73606120057096, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08532557667928131, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1998935095706429, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.40255910995205, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6717263696704094, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.24912338991655, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4502956768105264, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.0971649610582, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.757397008921885, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7983270132576763, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6928350835099195, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.568978169324794, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.86117129925034, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3924807312887424, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.24542687588851, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.33319981746183, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.614698022795807, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.84059747615379, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7545718716328338, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9095789281510349, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.155402247389759, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.048240952904848, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6516495143302166, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.494771011342209, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.019911225921419, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.712785582721892, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.25201585120149, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.33406325006922, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.852540716829964, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.01244355175561, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4088497176873602, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.43417336376385, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.00619483590816, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.56671522786016, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.24546373596294, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.579123763951998, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.45641372626013776, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.009483779201304, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.52871675984301, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.21003505090664, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.94961926042802, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.22425312774680606, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.61285284002014, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.956018681173305, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.285170916203981, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.52200646182689, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2881218447205356, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.436099772409904, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.2879255512015106, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.25213502365477, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.3091539305104334, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10963744233373518, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.478402098416268, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.875620937562474, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.19761628095562855, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0586498428961022, tolerance: 0.05696263427406758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3074926305353074, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.34364806246168, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.374814729282832, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1718086100556775, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.56933901271134, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.27191166977309, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.88008646423111, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2550205985934326, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.47692608946150017, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.73696409629875, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.852161386919306, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.589778388633903, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.590413259428914, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.366367829280605, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.08771796422613, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.122999417205989, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.81953667926919, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.49218595131845, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.308968631838894, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0222991000437673, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.30214679071483, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.353971456556877, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.113370591431774, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.2143562325278197, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3165847826171841, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.3066946988804204, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.85089184847746, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.321943632322018, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.18316560164506, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.54444037869436, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.470122217497732, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4348801288680306, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.01744658687059, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.77678814484331, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.717290468176259, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.83982573294317, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.1028060461162, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.36675251249797, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.27055439950709115, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.846857289895894, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3177394884854152, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.37357987842011653, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.288609793110425, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.5878149340661025, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.37031553367837, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.354034378078552, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.35781917014412556, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.38172759737742, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.695485532584826, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.28690805857329, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4914704874465201, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4884142993283831, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.201840150002226, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.5574792558439, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.338999018929428, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.963995267189404, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.845761792015992, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.268717399960394, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7610885160540874, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.039443673012443, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.53322315235586, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.3073033787907775, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.50198867745911, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9119222219550238, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.36669595655064313, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.908128857099314, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.778052806355106, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.302350508790937, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.368677447328764, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.917727657938315, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9126647803132073, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.35309018993027, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.82944280501144, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.608330202345087, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.56650424478522, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9500865129751901, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.15090776121268, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11158513743856702, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.24551473401919566, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.23066037240243, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2803827763759159, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.105699207448936, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.15907245248974, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.33126362349418, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3139658436695072, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.971030859310844, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.998880081460783, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.790605190577082, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09044839362923085, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.174450707375314, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.49402538683698, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.307004976855495, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.244068378272146, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.529029929643485, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.46942764554282, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.10030487715085, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.477875684000935, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.1776309719379, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.725836262677603, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.57311629992745, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.429183854108572, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7633914351755493, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3454391939478683, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.40539200920415, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.42335449908677, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.00444152243145, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.37579282808659, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.901338618371852, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.545395335890419, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.946545677386666, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.946607573930294, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.7137018009252643, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.8731860072019, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10054620612231702, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.89324899495566, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0053061335491407, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.32761137467631, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.47182975834437, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.31551933669607, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3353943381099498, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06525560965042132, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.09379034508707, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.452417617722944, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07774222583930168, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18823414578150732, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.940554594966272, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5673923827136207, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.577488912981636, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.42444328431929534, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.17801480018841, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.933451337275642, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.483488764609831, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6589499751207768, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.019908580819276, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.84121146881836, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.2811776871872382, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.07576058934433, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.360746711309076, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.901683512335808, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.9238631300978, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7084974008672589, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8477745204575626, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.454073565686485, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.357114226454598, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5817438558127606, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1376179334107235, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.227127485839304, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.311294907828227, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.441799369605093, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.28912965732823, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.85121144837882, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.48388295587992, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1687284370239013, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.350034399496366, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.4221598840663, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.797405218535545, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.48798639601506, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.939781542151536, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.43675913785534703, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.157262145228145, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.71393870001289, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.55298953216811, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.70722569426232, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.19388812817544476, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.153702760670456, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.436697116890542, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.021694107024757, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.969238316918847, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2633955827607224, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.38458206092798, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1674444896777345, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.117878363959335, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.9545758954930648, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10606795241500322, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.457071616682299, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.980030179031303, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18902704313705954, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.071967289675854, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.17486730977211, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2906937503453833, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1561325982658559, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.319589620379702, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.731868352403694, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.2021225115455, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1392677322682516, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4505655486437945, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.69476687444262, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.700644187448376, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.838554087599448, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.842404644396936, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.869577824567898, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.067753107924148, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.029862570926838, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.786553932418997, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.50225868824569, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.15027601087914, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9797276123213408, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.732140841510244, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.49007993230842, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.71077360518167, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7731643120465037, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2323972815645732, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.86633537212083, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.896140610190685, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9431005110049, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.28766705540659, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.96532397385127, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.308306882715584, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.40855150458969547, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.67010700385751, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.66321213306887, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.165167645906592, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.08848572695217, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.077782001467938, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.48705034235718, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.25306065411132295, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.299969708917246, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29615434741418767, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.34970455868369754, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.9278123912253, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.963097105907707, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.83246672424715, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1834000513846092, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3367796470737403, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.115553397635324, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.07088092091982, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.60051756937264, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4676965307687624, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.45299099566682344, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.161162270475671, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.43795137465773, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.09379838187067, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.883434262896742, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.18639690405189, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.274911939189536, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6292259539134761, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.613374691305836, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.429126518495394, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.737933109479513, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.674858257655174, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7814501190932219, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3256326326198291, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.31544420457709, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.33260562737911, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.733164888758495, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.20697448865377, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.415800287584432, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8535356769223199, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.594588104017419, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.0043314728026, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5811403025228685, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.65936437838519, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8155831261994706, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.3953361645788, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10251984472802178, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2315289498259574, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.3555954410409, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2623390106451211, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.996395013300514, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.95338921675028, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.23728463231916, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.225753740281391, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.902568060277389, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.737197361257699, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.817545629256642, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08381738975589315, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.656954095087116, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.54175297381572, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.517447986485934, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.076411800190016, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.883121120103908, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.033364477253656, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.559515432217296, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3982590896789588, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.807572724366395, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.769428185835352, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.32436181513168, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.835687828957646, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6826124610291799, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2497485298603124, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.033983618232924, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.844670221760765, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.630988452809333, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.248882081067336, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.1181918749785495, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.886215587650668, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.210905962287654, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.345629223787341, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.15668389737624, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.69534143184285, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08722438747096817, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.00605048252173, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.958251460635779, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.35126224066062, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.42716223642003115, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.878967611724931, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.32082476679383376, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.061556084060157445, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.27662368710108, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.27358549485959, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07117347271287144, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17772491090374842, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.958275350601554, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4732624485268104, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.041922180186532, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4010532135884546, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.2372508581158, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.139202487481384, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.214056404463065, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6280896741074002, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.541060126769679, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.91823145805847, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1750774325932127, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.90420526530599, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.45720756818827, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.586309777451277, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.302198611323917, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6668314363402601, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7921976995354783, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.8051092216335, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.719308333865342, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5164955310982577, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8385417189701911, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.448124690812762, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.976060050334667, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.77525454251716, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.30157774505605, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.19523462797878, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.390579853539435, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9571289444764943, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.271527720975996, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.24818446323968, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.1580590378268, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.39080023876022, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.28999861582281, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4182646847299054, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.36686664159265, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.88166551282902, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.14769888785463, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.555484507025994, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.16912836111674778, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.747627376689564, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.958683372250391, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.7726888043172835, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.454257003933094, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.24128640177070793, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.4820067390815, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0549579429928713, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.98224015389792, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6481817948894104, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1027697058473791, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.43710093270090056, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.1783117582479, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18107137193931067, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8676634495804194, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.74348735732539, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.21372177420983, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.14244387432017902, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.22409861570918, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.210264382344974, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 88.19273060911533, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0365686639161424, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4266185657671713, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.78835878161712, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.250684932866278, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.383742766823673, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.14902419122285, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.57972523354084, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.143254201307201, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.13735450347923, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.79543921124258, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.86579810587307, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.08229129247411, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9403585121071671, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.336257628864985, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.679874849420997, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.31156163671167, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4170341484142739, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1563045024855683, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.470671783348109, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.314165121158453, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.635131178518236, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.64072118606083, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.3589773153524, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.464754765696455, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.38444911593200004, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.4104010304151, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.69045881518613, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.647339336141243, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.31081449378173, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.167658491704856, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.27734128982883, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.23733194384226408, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.781789684705899, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.27659091477698894, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3276406598829169, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.56883357056938, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4723533061192597, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.26627768758789, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0201978783001096, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.31759550635848655, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.8794179294626474, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.75548480118846, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.079686608689485, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.44558255186137785, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4210752581653878, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.23522544870761, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.32451207299408, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.93595830743726, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.922864884353828, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.560473190174832, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.97353778032834, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.512418059836648, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.227294240975738, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.30914320773647, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.250927587982119, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.88713793578313, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6601536684588041, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2865653331232352, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.809786774419166, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.935331525672382, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.207867814494364, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.36694231321823, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.945188144215479, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8004911340489684, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.890781397239238, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.15754497278937, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5559597706218256, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.17012025777399, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7020866629620457, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.6230043913582, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0946352815648197, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2186491799666328, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.4659854329521, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.24625645628117354, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.95499094237448, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.83545276080156, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.21872213134975, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1448388195171333, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.061445451026316, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.493361701932457, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.9910715166219575, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07798781329222493, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.479672076312426, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.57372002501074, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.774179209870795, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.151414499279326, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.260867117535042, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.985167353895605, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.228523831342414, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3253301729385782, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.763533199797735, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.87649602578233, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.24590820164829, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.283351475396131, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6068588264582218, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1588111106154315, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.758769997303546, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.325438313031526, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.483437805041802, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.21971432703171, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.431443318523321, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.271072395673286, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.622802866075745, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.77368804713285, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.695988477906951, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.73652073469495, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07335269996440275, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.09894462133019, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9146785019306094, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.35040199773125, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3893933958977982, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.470994059563054, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.30722156106648413, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.058232357566453175, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.43804932495553, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.18855551589894, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0654447645715095, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.16821440454128833, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.396078860262662, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3880660650436596, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.62577947091259, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.37980561478758545, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.27522093156595, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.372258776252608, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9824437700065118, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5998985657670914, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.122174615374604, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.09053453109246, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.074188922956637, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.74148304032147, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.618711155951075, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.621232157282122, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.919641292796626, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6257046260143966, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.742078459911852, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.201885638857817, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.131455833313794, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4554602783011887, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5871151315066356, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.761582874456593, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.70141473130883, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.242389912038107, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.364058375936054, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.86133234325658, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.73768613018612, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7696792162861357, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.19545252361752, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.451701569788526, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.64306343098781, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.87522601817139, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.629784619567403, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.40083155865826825, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.631855378503957, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.03216262824617, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.989671796700634, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.481349259066093, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1487468105057701, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.40970250692135, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.517700711611297, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.537052881938251, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.97370842715182, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.22146403836347872, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.62643894368267, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9496440574450276, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.84761341004875, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.382443856350392, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09969515567343024, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.41837738119562573, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.458644324112555, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17368120788893293, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6897858508667696, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.10970101414455, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1429937889708413, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.13042723309342819, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.41263547415423, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.706756649762212, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 87.04475522750772, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9452540570346741, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.40478759802658715, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.01209307106606, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.426556701371425, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.20839879771546, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.505835101865785, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.483055085417945, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.30411932694878, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.404811415432761, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.84277217491075, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.21608453095368, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.095514317669057, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9038544735360006, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.091278235703953, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.919395699686845, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.91526532411956, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1287306145829916, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0873315495326779, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.114078590801313, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.063086624153954, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.383436536137367, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.21342063505816, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.72597966509224, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.893024668887193, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3623889497092705, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.229634255924566, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.858251275901765, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.161860514001091, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.50739298249995, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.3680542391159065, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.66872770063046, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2231215820680177, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.291874790766741, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2588199339746211, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.30723414191643883, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.21149822770437, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0831396631824077, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.67211798010163, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.863997887595417, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3000422002433538, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.669189941697965, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.725626616993594, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.708977163332861, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.42502204332885185, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3922240528831935, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.344034753177084, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.209025584030115, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.856772476919502, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.066375043927195, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.964907539063972, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.24543375064087, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4084910019268477, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.876822032911576, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.864361931329086, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.824795140360436, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.134151087468496, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5472945205280553, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.24938342434856509, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.38590272333755, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.579899509730751, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.72171261746604, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.80516924219765, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.43298789651459, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7526235409282549, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.23663463260965, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.28945666618851, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.531035864448711, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.05347560557044, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6059344162548825, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.8341073407224, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08771684086690357, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2069612100145548, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.56200844159544, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2318559806330427, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.978530940502594, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.82369946661936, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.26352430675263, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0705331902831858, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.399845648970256, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.2657269865237595, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.286941929807028, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07283547068709595, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.599916243944193, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.59005824023156, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.076398396270321, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.45034036262115, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.660682937581186, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.384077068331095, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.09365329013522, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.258283440686995, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.016269146789995, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.040216857346536, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.31794448838667, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.768282568825612, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5420512983743038, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0750458518605228, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.57496283832111, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.857934399413381, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.544785766483926, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.275227678772524, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.8277354546851825, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.732225316962342, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.15832179789189, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.229139951648392, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3133109801336786, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.97844167728368, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.057717445477777574, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.17224643260766, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8741342622291768, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.32535184106263, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3572417598174411, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.088789481264541, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29449800950311555, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.055234304541841084, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.5784488358015, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.1877637975974, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06042639831900942, tolerance: 0.0561969759217962
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1595772854294637, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.198738259198706, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3107271935620588, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.315286625291492, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3604319599232326, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.29225829346537, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.631499198504542, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7824673340420532, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5740589850659603, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.754679726744996, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.35680028257437, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9779449201147088, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.590607289813335, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.842591833851515, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.960962808049089, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.875962402401314, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5883437184888294, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6967452912289787, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.639115388109303, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.5902497860071776, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.389699750229255, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3750022500066166, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.090010133865064, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.482779136054518, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.837003259114567, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.47069679831972, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.82537253480632, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.51923694301385, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6026278372423235, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.13936547780011, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.00078827432631, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.24759810900338, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.86588486980486, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.959172355799438, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3843667848762209, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.946814384057404, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.16565802597707, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.117124330850515, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.47439092153806, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.13181590660832398, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.131066612250095, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.10995310773336, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.313763871213894, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.5227953243168315, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.20364854474115646, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.88449662792439, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8507953877960404, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.70390589744713, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.151147030757727, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09681051655047668, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4007998719694683, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.811052923351298, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1667963256475673, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.534347765428123, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.29714222105244, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0777463306156392, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11982400250582259, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.73723315021067, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.220653358466649, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.26166328000906, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.863828066118117, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.384820494769599, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.375231483050015, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.146869060795552, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.285827667684345, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.905763583826882, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.56551277212941, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.54147779297955, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.800240596783283, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.926085163747132, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.84305359899433, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.181591175902554, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8699171785732744, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.97733319549559, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.20507120806704, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.476750563950134, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9825377815315619, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0246409881096952, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.791769689590154, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.103765834023449, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1766328058597537, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.98012993538417, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.06688749189232, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.552676154127283, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3421422372071561, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.12016063745523, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.16534261012116, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.706878275700944, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.67877400801467, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.6821418114565745, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.432677299668484, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.21023181166958693, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.830358395792473, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2426376299807771, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.28834928463956544, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.555792663383755, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7715440929392798, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.05067760416432, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7146541461050901, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.28393735782026397, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.481408948965509, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.95808857282816, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.474212739847786, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.405839398488979, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3660629935552038, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.540089888443731, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.098526212041236, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.848680724515702, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.300469156628083, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.398156411124546, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.9909197317055, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3156188680376886, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.558105027415223, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.278432050771315, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4043539101714373, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.412110451784656, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4417698993003114, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.21394806263543842, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.041135684951, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.2608918036771115, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.27054866278479, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.4847963640147, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.931016120425795, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7091942245242535, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.627711703111231, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.40041938628407, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5049654459134558, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.26784599959086, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5241785686135074, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.02883102984858, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08159426517829615, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1962363414630488, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.64384438480738, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2189019593042758, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.062130004971436, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.858231959142643, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.364410106344565, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0021503573433392, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8794293798792125, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.052856741349416, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.68505199565945, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06825721329641965, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.978711958331388, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.59091979211681, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.4234598219491374, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.95541074524411, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.08183549067445, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.271779347214988, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.1409999876407, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.196605389143457, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.537786193906413, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.25487724604804, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.520904311040084, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.287033471661886, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5091105963788323, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0006695369858107, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.47858440498021, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.435577216118588, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.79775131831829, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.405409147959858, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.295758781089603, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.22466706507646, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.798517744829155, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.710529459556312, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.994430613450561, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.40273825076861, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.04403106238717669, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.22625245316443, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8268054271804317, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.27641389126208, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3297072258911271, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.729981190657384, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.28258250634567617, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.05251768465126361, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.6981815942712, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.262723044442225, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.15170265202885957, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.316150267300543, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2403065318043502, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.09863894880229, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3427041578269723, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.2886723725843, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.9154310935333, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.609065458666521, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5503038013390551, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4312460233022932, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.71506874344527, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.886113316006515, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.4483021484983, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.126761492716355, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.563751227887792, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.069795395278447, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5546302523658255, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6556302801800484, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.112305799757394, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0928139612805126, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3258684733859525, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1953700081112402, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.495342359076545, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.31641289834684, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.53694523388114, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.616777914941707, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.06346506229417, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.720372846154987, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4515192194747328, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.11539167669116, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.86433450627163, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.96743578736607, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.293279479481015, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.278223297524022, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3687866863029967, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.297086624962247, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.28238480220226, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.59394604863968, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.5262313226971, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1176274695498023, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.903899720124997, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.732131797875809, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.101929662581625, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.099631158889139, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18759886422367344, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.25968287647143, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7578034092780968, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.56349043064219, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9491127383427056, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09409493527448376, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.38427994152647216, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.226718450588237, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.16036519293004403, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.398028213442558, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.119373409570585, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.017333117032706, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1104267310234377, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.279083121068481, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.75127118579806, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.85909892920793, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7910528840297957, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.36650207576155935, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.865693727755826, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.329668881304315, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.5862582523672, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.345055103578773, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.813392227768304, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.84725813098575, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.2985965280037703, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.04310686831863, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.72735888242305, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.333304260629745, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8382920519212291, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.977741290263339, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.533613831117407, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.52511094689865, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.938060684354241, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9675124895495912, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.499594354129272, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.39985335933764, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.005781686603484, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.918383068633716, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.38221664051164, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.408667659553231, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.32354098930483133, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.075406151710467, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.60949974498136, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.280593918282364, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.82547188302428, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.094487235326312, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.56463566000889, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.19849147339601814, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.39799330944075, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.22786588102781025, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.27085566066662636, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.55578631377878, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5197932396413876, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.4024394837933, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5720063656528396, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.26911696767416515, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3131272117334163, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.430685079358796, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.361978773432867, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.38794418112195217, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.34227275354066933, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.781766588308756, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.561192751467644, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.90508246910437, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.613683775473959, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.858223012224187, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.12799065499391, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2322937089182346, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.267754434275247, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.928234603130846, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0457088617897057, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.717820993233772, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3429054770135167, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18014387436522838, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.772707748048248, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.973712480770473, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.850805043918456, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.37499408776836, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.462180510073381, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6695020890117576, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.059959228928165, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.49075898551848, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.48091968362035686, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.77580414527648, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.48950949747003847, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.20734793702738, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07613402046058582, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18636924255801546, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.71165547246049, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.20720234178190822, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.203182185797402, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.964284024763458, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.515502006521274, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9390479892018107, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.593248267877442, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.853470169996939, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.168855593847496, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06416815487881422, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.581110958334932, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.57641735676546, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.8158922231546626, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.650075174729324, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.528079467395287, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.6696440193937, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.361570118416495, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1397422637094508, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.301912531196024, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.5154344780197, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.83865201151906, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.83654504735722, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.48192044072141016, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.934417048010971, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.4659861474282, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.052826908117453, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.225842359550995, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.60182640930094, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.8257783509697845, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.763531104587685, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.52833989491879, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.216507791107745, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7275388682335233, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.98622133533661, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.04224427208163206, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 86.26124209799192, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7830809772391945, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.20387262892922, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.30599180831256945, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.392515310245699, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.27140617821481783, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.050047284980905715, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.79757808877702, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.319904232134263, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1445007341345672, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.704022568035782, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1760079904844076, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.965989801729023, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.32642652213758083, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.22562681692858, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.222925932211126, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4580921520708898, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5284018508301642, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.145761865281827, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.164548723826925, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7982930810788673, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.31308503529095, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.469305024635986, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.39182910667995, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.393800840365714, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5240748007680054, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6182390582774246, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.615061175793215, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6366424490391296, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2665500908084368, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.042670882727407, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.920874008313547, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.199239219070392, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.338642339954873, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.79841156754668, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.552579469144348, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.319848356089523, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3158986130918038, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.102536435722385, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.01309230061449, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.79775295816688, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.094799135099635, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.580242683597106, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.35401295510948216, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.548993191987734, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.38255628862305, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.397584918750056, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.629935719123637, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10564255322651661, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.721106340321285, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.381353986628653, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.90070977508708, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.70251469504322, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17310885976735335, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.742604728774126, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6701622152260143, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.42134844735568, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.772022296068883, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09153140385063807, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3687379458037867, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.698229493449844, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.15327943272546918, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2780607019873855, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.16539789488297, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.961211029981655, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1020611376358147, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.972516510194453, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.298002739878655, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.81035273463394, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.725900577199809, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.34964488787653636, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.434539267066242, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.8975617797020163, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.081330718547378, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.821553580710315, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.21336582878817, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.214418104483315, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.880008237776906, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.191938196685868, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.849397015670036, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.54424477350139, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8087514072198871, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.078139436682648, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.90204965988491, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.63055051604002, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.896932286927381, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.915319684121016, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.234036804297489, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.918771538031478, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8639037929015103, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.008696281875245, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.67245263148726, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.431059612107845, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3064350595295764, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.089536862181802, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.18760687318601, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.881308989313283, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.9479696442622, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.567591319289477, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.05511700649214, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1877646090106282, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.0003746666155, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.21435604653527207, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2546434209462518, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.62097594023176, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3146296332370184, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.72781415655274, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.43574954753376, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.25544784167266243, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1618538916220302, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.122396459403944, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.360096405507846, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3712256538603924, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3205850622811113, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.060265698516218, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.095856790550755, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.02005496637861, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.996140824003419, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.343258255452668, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.59026134662756, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1572499390672988, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.002775977608849, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.78588866060743, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7391790466168686, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.048652124662908, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2500539659314427, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1477957081859813, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.579345603702109, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.714427323115274, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.45932717755693, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.44963043787152, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.025615609590261, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6330784804455334, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.529816874043007, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.56077977326382, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4587284256932094, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.543739661175664, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4683440097867333, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.36982733581242, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07122832688963854, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17708199634725474, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.76558849205657, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1965904892438175, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.3974122072554, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.147473662225309, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.711920365709432, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8807061283903295, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.501259100390513, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.66639171447261, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.7245606646583838, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06050008306925747, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.37609000924499, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.54668911889078, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.255315018382703, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.51861828127127, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.992688563146601, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.582197013645043, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.74401085182734, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0871088557584017, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.28433652571252, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.817607980579169, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.255766903905, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.414109231286346, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.45673791153956245, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8752431762907236, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.534016952248976, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.70489997328778, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.812840888271268, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.857126723390024, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.4094682892507535, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.319126349168528, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.335700107226955, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.745845590746285, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5032322679658705, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.7097975054308, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.04057129792840897, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 85.46783160981934, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7429966159598393, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.10799620924325, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2854646505728624, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.074588313604352, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2609097281613799, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.047795484271318855, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.87696112331369, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.431125999667216, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1378927594730044, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.323276724833875, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1171325211297187, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.90878395481579, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.311436547172093, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.93640289040064, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.552884529059327, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3261333109533666, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5081463540497566, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.89298941829918, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.70325293142906, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7142832008812832, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.18521370954676, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.868801968865455, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.41134373536994, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.841116794232676, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.49634494272896745, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.584156298340389, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.14644848913386, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.219454747751854, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2115076930318196, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9123884496310097, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.402253595541566, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.128453447880702, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.230685374604917, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.011919554604134, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.270498267894112, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.29144131696961, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1942389374002573, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.08007623593875, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.419712685590014, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.734292153247736, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.21527742568665, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.702525673231406, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3399784155953114, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.852665668966267, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.46637187904577, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.50611061394619, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.77984392250417, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09544467220564457, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.577650687959107, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.05501500347728, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.709370106943339, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.329755665967099, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.15999662545124238, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.320289488554778, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5873955780422762, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.2766178536628, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6162828318713878, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08910435795576177, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3540994114715659, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.219021753004114, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.14645067788262622, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1767768826571228, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.465336617749784, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9089174002090772, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09458801920891347, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.7687747281268, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.860244563354627, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.06999855559056, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6674576181968632, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.33070952931899456, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.107830666884126, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.780900826608274, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.745344354856229, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.332051490719948, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.75261516774725, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.636606923848035, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.52880717236485, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.370887220308163, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.19010152046181, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.80888346240721, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7810914481893576, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.266137248227722, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.307597500514674, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.79241238563381, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8589322836662063, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8675262794879757, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.9920220914067954, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.63149227370468, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7812868507853068, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.2340725572453, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.93805264460994, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.594301553019818, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29064729033854064, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.15746113355786, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.89602774759413, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.5072883675135245, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.04641561368221, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.094101003798642, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.89073730318043, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17792969177276063, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.6455103151989476, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.20196842237146484, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.23960013648368772, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.75159758288666, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1459869465700763, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.02697702504773, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3055913925504115, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.24280883624828675, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.025467819430787, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.013584807041667, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.457416621275712, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.355563732207429, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3007649392420717, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.411337423654572, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.78160889996019, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.188497639930745, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.439456505273171, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.85162101389119, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.32414074995515, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0894093862212344, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.7605487894111036, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.82630107042171, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4755015565085046, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.402348888950115, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1643133038259066, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11672260199432571, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.459984393712716, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.479671925252262, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.09337131326481, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.686464542150816, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.617837378251977, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.599512197314823, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.034058042899943, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.61076742650917, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4382332436104832, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.54171403704683, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.44891738614134624, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.51642432913823, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06679147377974459, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.16833526077238048, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.80580098269336, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18692854248962476, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.641905407203524, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.37680664114356, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.949589066598719, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8266526836007984, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.415611161039834, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.490594562274254, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.3408313782052517, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.05719532138408567, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.336568676269991, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.50182881556778, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.741463178401773, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.546709930812796, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.4772931249101475, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.997099869340644, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.28170101517307, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0381130961201563, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.462953929644954, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.157668924094054, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.760855481815952, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.017303431205875, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4333849566578465, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8220309849285741, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.679492489631656, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.387694574252151, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.543579762028827, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.164911481691547, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.039753897291803, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.910895936982229, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.21079577275776, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.2974309763798715, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3139935186378011, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.558071123432114, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.03900321293977527, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.97349595330465, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7060837140332978, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.770601742017675, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.26762255908215593, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.774626266338089, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.25104055441656214, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.04573598945364665, tolerance: 0.04470720202152161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.93663426180004, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.609018091180047, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.13181054956078242, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.139728183578882, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0630911044467837, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.919696704651017, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29758682885193366, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.83113285900765, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.904430122123557, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2103377621542677, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4893644346304882, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6685104127959676, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.329693607745355, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6338127579916488, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.06270794345659, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.324048460067445, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.592847030364169, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.461559658059457, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.47104711992443526, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5541705296068926, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.704289001485677, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8392927137018091, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1599364213678598, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8008574682934864, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.921704154596682, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.101702594799747, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.205696620429961, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.250933036439875, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.19646733459922, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.606411286985974, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0845653179592887, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.05260441806331, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.05910234654968, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.7729785196573, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.606820197079543, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.635464232070376, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.32661920341286077, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.207479909280664, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.53401749697008, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.847258471882526, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.921791588184618, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0867039332175068, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.47008271579591, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.750868804020541, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.505332793319724, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.9797394869548555, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.14811120117644805, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.97929223646497, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5091029608863096, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.12915332834373, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.478862142942262, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08679971629254624, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3402978223443256, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.783452507375102, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.14009201001476868, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0879655238528017, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.988895170340044, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8600487954080904, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08788554017979777, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.719026452121966, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.437498127660632, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.58803134669088, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6149745637851538, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.31243050578439124, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.882933271364692, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.269244210089198, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.556166600752732, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.8747538760962925, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.419094530593014, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.108259212766654, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.232565607793049, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.57863343338957, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.73118977175719, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.122223985391372, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7551435810191549, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.531282327051883, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.747711366907538, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.009756160079434, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8238142043322227, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8236620002619759, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.770878538219989, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.512146075530438, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7327311046817613, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.5798880958221, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.1794388301978, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.876738949272692, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2760797412181546, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.27461320890302, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.73027893665113, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.156897102091932, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.1684035711506, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.668078384654109, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.05482394500049, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.16888933200209522, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.338403677527708, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.19059021327262826, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.22563199592690353, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.946220690846985, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.006275652451336, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.30016759605658, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1812633666617671, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.23110148742705405, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9021220099619711, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.08603310771619, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.643788848346048, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.34090040697958557, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.28261397923091636, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.782768818404548, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.605923203906315, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.325513116779632, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.936350205057863, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.38185765249716, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.28644877011138, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0278625894065954, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.5387219948766813, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.0271566634693, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.2465245113898504, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.776980776580643, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11294188124128368, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08661180180149586, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.414409396424446, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.266536898454774, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.7211331746350425, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.066679204753086, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.23519367086044, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5684630872988237, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.56973772721608, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.6410003523649, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.41920259788321346, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.743253170124888, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.43104244146556425, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.64728592735086, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06275270435332914, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1602426636727614, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 84.78360431661895, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17810162331346646, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.933406217954882, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.667919249144234, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.225126065102188, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7764610097424338, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3362957140514595, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.325146089659114, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0081974332241543, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.05420492789954778, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.439120946313864, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.9489868340157, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.273303051907817, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.721118070720507, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.98128902534927, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.889809014449071, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.96540421920139, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9922898251245158, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.817460689274895, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.53243469376585, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.345247923983038, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.643939824792227, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4116980005310893, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7738532377914566, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.89998793301504, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.0977436597266035, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.403997279742555, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.519652734157006, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.7106360212908953, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.526520357478489, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.145532604537465, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.870204635313485, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1536004695899464, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.51827185853301, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0375302924395271, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.80956354245289, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6717775808053261, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.8578207741822, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2520549693505245, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.49119910682748, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.24174723557717925, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.9768714506558, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.849574993059207, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12619766185605386, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.1242184475402155, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0133561892262435, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.992264877166974, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2846768868363938, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.91458647708755, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.27669897571809, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1083664643767293, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.47190538959995365, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4685868487417224, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.042096777007, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5566837547967793, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.948864483833205, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.834158855432634, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.9107789647663367, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.133082752632674, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.44790302185498376, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.52766441786261, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.2864134149932624, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4946375018146796, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.111793137596834, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7386265471562297, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.458670754383718, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.116818368573718, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.258514641026238, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.336955677117004, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.311081067899124, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.234491811817236, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9854184320388981, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.024090652788004, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.908240928300557, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.91011637696607, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.228190028958437, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.9844194654317, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3138833366317897, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.60866780016778, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.58567457709951, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.433196786995154, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.985912027422444, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07916498430779484, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.39573546365628, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.466856906375966, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.3007185611139676, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.651451921613983, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.137313981384807, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.709622847989863, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.434942469453972, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.9767638024785, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3577372168155648, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08460509556766738, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3272728063275281, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.38662167179038, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.13417426266840948, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0093156317570902, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.705759678137696, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8142620005141339, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0818554547374788, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.776055168589721, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.02929283616038, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.32706177815996, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5685492712144651, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2960755146708607, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.757604212169042, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.241563864002842, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.494420020277715, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.44696326323978, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.201529339560523, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.624326057140792, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.981337004638874, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.813741694011867, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.45542188133908, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.479916627622401, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.730746745121138, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.864426936958296, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.220094622458959, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.28175927038805, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7913404122980978, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.783317719697493, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.568344483752867, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.538122608441938, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6889944629518254, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.033363677758615, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.3970244519347, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.260198961810374, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.262608505275125, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.436954791449693, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.68560827121223, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.8275848885613755, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.4422601038733, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.283919326544151, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.52901758407725, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.16055557176321145, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0990866352680086, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1801202031502953, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.21264991899192864, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.205118192716, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8896265701612265, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.54696765839051, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.062516552407999, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.220233206511125, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7902769454661893, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.32317926448755, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.9100781279145735, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.32713191590289625, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.26595393458075023, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.214247206088515, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.559790252474386, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.470199908560147, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.480500981570032, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.932644684117349, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.44245054535702, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9718426373547118, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.335247729114144, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.36893629929014, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0456876222302753, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.170887272319135, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10895480128374402, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.05687926391658493, tolerance: 0.030187327276202224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.444048316647411, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.070675117688836, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.314942340276843, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.574060906687976, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.874188277435053, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.539633134336043, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.134268792531174, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.65173508751757, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.401463528787815, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.124928696766148, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.41455657557114023, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.76255161722612, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.059054752574070335, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.15275018565233722, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.22668955604841, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17000882044925447, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.26836808412395, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.004086341145637, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.535540479007977, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7299100694074809, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.263089790150218, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.169207796281285, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7188722248843646, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.05148931024166359, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.6633965209876465, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.04706846487144, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.856749716619504, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.029525729152454, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.504095355891593, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.226401815023763, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.78569686801535, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9492985264334663, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.32955832364334, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.939052962850838, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.999262396977656, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.292091455513258, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3915259339362933, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7299884425980281, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.19253399014218, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.831999810502339, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.380873972700243, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.91649217157726, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.416857253766466, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.161784490076855, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.13328001717957, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.463210221669499, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.017124703431307, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.57674832909396, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.03614402252279092, tolerance: 0.036075669895922986
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.9528425536156, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6398088759423786, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.24839176671918, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.23843243207249998, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.223069423554989, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.23298954406644157, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.99794137191348, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.146675391023564, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12100254979844749, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.251724647491869, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9674839882012805, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.12093639513597, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.27076633760850655, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.1896485018909, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.668945224706619, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0182432199086406, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.455633263583195, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.2900024544081248, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.84658015616185, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4827043183948376, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.83560572653073, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.39828521052243, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3431634700970676, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.8988336372488, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.42658694769198746, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5033699393331119, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.8906863980321305, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1845957577808122, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0665840189874984, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7022437913782937, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.042102896154006, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.171939682121092, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.38267865026728, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.43771196786838, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.59662160246151, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.145592172237883, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8954297637075115, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.99454356982503, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.946236899230257, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.141749788114822, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.044322694139652, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.695162005704503, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3017214311302041, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.050211737074193, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.62151370831091, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.245733498043307, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.09123168825454, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07262000795515178, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.352485801813145, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.201170732348032, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.106839799372125, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.344147044682813, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1274882641015438, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.503554275538903, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3645895025229606, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.82291153065432, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2543725946320592, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08250979547648285, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3149709756127663, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.0242328666930405, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12866559144435996, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9396031125849618, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.58812395577789, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7712746837531768, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07641305521718778, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.913060987702579, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.635103963585891, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.25727651317118, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5276561409049236, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.28125641822470016, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.699801761214331, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.203974295052433, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.543642436823859, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.0469962427534085, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.089486351878548, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.180429348126893, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7671785578615982, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.075055445740077, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.34695848644769, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.87804650204663, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7077626409976006, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.257768018851834, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.722579658982113, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.6075311227649, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7612716720821027, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.74612822277021, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.382388449599091, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.6897469904471905, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6495060773121395, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.583436223607634, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.59119186247321, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.729214946820605, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2501084307192514, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.640931813476527, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.75712907015887, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.518185706482228, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.94306312325028, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.9372074906356147, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.29376596884492, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1528572336127354, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.954245045026596, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17046013131204063, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2005710227034001, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.52742949235778, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7915169502662138, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.76579996111468, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9491150289213692, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.21012533737666672, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6885674574641314, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.70960683614487, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.247949400097838, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3141922459615216, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2506353620353252, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.679562346902259, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.63761820439649, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.667031229424396, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.066546439898218, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.502935626740509, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.76373565631587, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.920687614939709, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.1482830786029865, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.83452025839881, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.86770868680469, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.58262182381418, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10517938090663392, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.55234173039571, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.877300707233644, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.939828461745265, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.194762928941003, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.532336485860924, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5127809239822909, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.725267037058728, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.6432138447361, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.38481102770217035, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.666102233536463, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.39931359509770914, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.86235389001469, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.05564833551341053, tolerance: 0.05511210346480838
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.14586230432945513, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 77.9147448699025, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.16256638609570473, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.644391037616344, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.388817803325196, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.878302843931465, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6871581214364824, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1956428953837985, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.022031645943002, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.466286236485928, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.049014428640532515, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.9918519720641825, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.33187687484948, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4950340639348951, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.46075663320235, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.045163671311684, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.96616135844306, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.735454940212037, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9088720375112018, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.982820002739317, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.375063893867548, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.716407438857146, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.960014377095746, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3727388418861892, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6898614518006525, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.554594737349845, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.587792056622135, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.462188639420646, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.351303089862085, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.1540073377825593, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.821843412654857, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.16845129388989, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.075548782629312, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9004971074550667, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.7190889016066, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.37948403291378, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6098936063492033, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.920944890528745, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.22649356601675663, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.968156541229689, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.22472421713948165, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.00009769404096, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.49483891372023, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1156689131456119, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.500831551053807, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.925064265713587, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.300742582308914, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2579713288203038, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.65676274767958, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.08046055744984, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9383323761118163, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4404312674848825, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1300410520229605, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.80018277772891, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4117081233536055, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.729897243718455, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.015933482681675, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1615728252769486, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.803241642785054, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.40688422920203493, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4810952480724211, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.515592153949683, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9094513383310527, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0238710449997939, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6689611959983495, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.653252463169821, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.265496021192803, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.572966467649678, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.574760647956055, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.036472806759207, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.310477765132902, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8134780197107716, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.963908125791875, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.154296702793772, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.46377924342579, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.02535065244382, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.519188906241254, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29009275089012476, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.527657834735948, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.64169524962327, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.196587308828327, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.238175256046418, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06690614161021813, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.338657209140706, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.9522282736218415, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.923869895409325, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.057603992323351, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11853074646955974, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.35481530865124, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2977605416114102, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.66872427932287, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.162615911142666, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08050432710393807, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.30333998050059563, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.692581648619239, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12352234999104894, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8775718351226942, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.61264476727587, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7307690640413966, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07148687117961572, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.153186576010853, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.254541278966741, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.352949558493236, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.49156502097565635, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.26781083356178215, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.730037664424685, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.15965787731227, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.68951697975615, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.672594596891855, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.073224213185142, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.772590082619786, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5837064666092715, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.361521786297658, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.39077196844757, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.3131666229078, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6860699971987572, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.648896651804137, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.253164061295138, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.985852218177996, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7333912670376321, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7117801788865563, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.211284036971989, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.949819337991357, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6137692117393385, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.22052321385385, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.76229004586858, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.270828560790733, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2385116198797732, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.883332420106285, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.939462586159735, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.227696508500401, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.38455192287489, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.6236219967577767, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.32894577601573, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.14572833019241216, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.836057714062605, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.16154154235249507, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18932798263631412, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.912927057403536, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7084315094971316, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.95955566210947, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8408449953035415, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.20071069072207592, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5958424563156655, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.23137291965668, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.650048624010708, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.30202970480399927, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2365222664425346, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.170914660446215, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.834752665199602, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.913970274828728, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.639528885962989, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.09169911711723, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.135551173812246, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8738249075951785, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.976247687442367, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.408980449521934, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7098983868342543, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.010940075017487, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10161202725072371, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.745425363058416, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7016449904669457, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.591807590879057, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.91674263122735, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.207853321983237, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.48768991217241364, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.340626211432834, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.61566552099707, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3691217656313768, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.348679508270948, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3851864513062253, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.9468187314762, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.13966833472269968, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.82947594426899, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.15570086136034433, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.058491410339514, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.813826745039137, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.251189351236064, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6478481269385838, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1335390402570624, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.882924434709537, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.2450251516065975, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0467513370383017, tolerance: 0.04622775151823223
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.409548192529485, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.78821965396666, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2105486614429992, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.004571460647583, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.603977653284687, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.066390354470968, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.807729480465014, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8707544481049183, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.762515372184168, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.83828433100976, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.491199261979943, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.646143559228477, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3552226881798788, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6529918026381551, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.98348067355829, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.36285547419493, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.637123641409119, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.8204733187859, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.91822124065925, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.501189273514285, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.24638288216218, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.70637335132426, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8004570048270807, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.94446303398112, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.06674067725811, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5816789834904625, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.85379553641957, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.21601860578903143, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.7255342318438807, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.21691658805676184, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.98289895015594, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.887275930554807, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11073587650076888, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.85335195428047, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8857593217250042, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.527372530314267, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.24615385658751165, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.31487521438268, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.510613224777444, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8672318993767476, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.426198361448769, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9863554986626468, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.90312491155407, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3435402194158996, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.63569106871029, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.68673888090268, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1212652790359243, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.746705697047332, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3886025168779952, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.46060631907803895, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.159682165855429, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6723716092786844, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.98338857517561, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6384517298534433, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.284657578552753, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.395954315539484, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.82411411281609, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.743437044837748, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.61587894368685, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.701092534563202, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7386369848817367, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.932197419994, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.515509325810086, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.87269217533563, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.146168057333682, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.385843593383129, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.27896105851684183, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.03106663714297, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.64636717810265, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.389265640843632, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.423169571670286, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06188977994304423, tolerance: 0.05996414987297293
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.35282734827939, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.718576972733217, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.750315894413063, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.792740650748499, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11035048595488206, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.25818928939691, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.234200480768834, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.51221368408764, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0809595536437087, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07857959263816383, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29233606788443467, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.388370025350724, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11869494817835857, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8221541889492414, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.75931112534039, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6923810947901643, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06701495685456393, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.468811622645603, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.887167498541515, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.596979754162675, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.45884201697316485, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.255610482963732, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.82125562139052, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.110985874684161, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.919741459202669, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.322301520535348, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.144010508978624, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.397331742336888, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4257662851205737, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.672176110465756, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.57366027363359, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.782163226592559, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6655610263559311, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.090064055768039, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.810033754253794, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.41641061128885, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7074912873486596, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6799941624555572, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0534602799423567, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.303603407314313, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5813460095527603, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.93622863044848, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 82.91067366919998, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.874203635771721, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.227728546293406, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.161239633518193, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.22733175666909, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.955100243001624, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.33937647545272, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.339789976210568, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.61469468624469, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1391136144562779, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.723435827552521, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.15328562588013028, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17884863832219366, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.36017114157082, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6375952977343786, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.13023773091206, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7375070794522003, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1919259532843398, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.511088492740214, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.875930056044893, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.1097042395981305, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29055988786524267, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.22349945082476097, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.7117935970031795, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.14532925440571, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.205827024114853, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.2512181294871425, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.697999336643704, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.558298430260777, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8307737622770901, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.817667624709344, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.07957534757409, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.569447579762425, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.454721914257135, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09823112748244966, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.034052029583052, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.542289451555746, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.267287969529377, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.729654080714027, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.89926589727088, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.46417701889441787, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.978390251019675, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.56930662505175, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.35429257038566675, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.156694906841352, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.37206276162970653, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.0160660784291, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.13361401499213343, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.95320836732508, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.14934771960651005, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.5078890039739, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.27620024604164, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.652204204340762, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.611641191630838, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0763516148156214, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.7512823697906583, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.050533192431942, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.903740211872787, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.40181628342087, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0617505707452892, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.651506094290255, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.180063942285926, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.4831985317212855, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.99573618864673, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8347375216073374, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.655226063431826, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.326819914048855, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.31904618060733, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.349060429056067, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.338868169963348, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6189841794086988, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.47683528192891, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.155172173047333, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.895697336903339, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.32091363069543, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.706222253438341, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.197972302495145, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.36309307120183, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.35486640192056, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7142916536911343, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.247234945943944, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.992528134040356, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5549816432573493, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.02629992853659, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.20684151628347536, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4949822459781217, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2095348201459899, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 78.73658276094598, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.319450360992192, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10619362286161049, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.293883673431935, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8492587514954266, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.79689763609528, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.23526738318503249, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.16115983633756, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.958817071399807, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8056733249621288, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.41284607074430824, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8569470919086086, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.144116721726505, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.278062759558452, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.54576419067706, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.41058810920697, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.079907221341614, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.803151296617386, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3715889258256766, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.44174111777036273, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.82159697317195, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4880191809989469, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9449353900732547, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.610428614630564, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.944834512961023, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.561780898984466, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.131265085328039, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.941354053062014, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.321128835111267, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.29180812417556, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6700606438301406, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.894879070600894, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.014648871358247, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.36421485165559, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.3855037772741525, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.271331963931289, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.26829518506187355, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.562090008937957, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.63567450139819, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.816998993777133, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.64179098181802, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.394028770924933, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.498935702341271, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.58570270393156, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.5521031750171232, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10286690903370754, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.20945459974297, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1736774203534992, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.353361209153405, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0081701629615054, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0767276105780752, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.28191553573623196, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.108751354831895, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11414127563875809, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7724963515377112, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.0130175320069, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6561082909565243, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06294621572146752, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.84772228129242, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.532608162381592, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.9750864998212, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.43047861949634125, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2444576960196514, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.981641063708139, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.059647709887088, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.223879072341902, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.994057165419434, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.293713912461556, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.051492484818226, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2891288094724587, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.00614021264144, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.88320040107806, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.282259553504531, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6461345640440754, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.582229962508222, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.391451566426923, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.89797420722937, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6833889196926748, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6505296448501667, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.907598350283507, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.738251518419247, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5518544724862977, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.723196958557736, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.03664894578583, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.5301030370424087, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.21767577751046474, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.472076951289097, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.615426233254865, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.69941322535027, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.032496551517454, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0823964514941053, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.1314180498037, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.13296520812406243, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.616276700336698, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1456357337508507, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1690728811877591, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.868150620905354, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5768227816165563, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.27812306489946, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6389204554406547, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18371610588803833, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4334361498187604, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.631629285353995, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.620854943383819, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2797449374480152, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2114615676804874, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.271168674719604, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.563490739128525, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.538997556115703, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.899883863859458, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.32094135365594, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.08146351452328, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7911092565691433, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6712666569227963, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.83521136126592, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4437760381458702, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.905189069299468, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09503308954560907, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.420802218493975, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.397295345418911, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.963861672447422, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.6243902601133, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.6052249174535405, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.44209038587894156, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.63682190001387, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.50434213264201, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3402382673797888, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.076132351168383, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.35984210118709825, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.07021024456198, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1279880505730091, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.2687961206045, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1434545825060809, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.990610609961948, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.773088280621323, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.079611732083777, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5782454783984008, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.023653246166532, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.626543889576226, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8790042215954657, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4635506603969475, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.15952813331813, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9994628590869183, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.39300765504217, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.772968794497785, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.174042439576397, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.2936336554518, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8006355762627493, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.64929727427068, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.838881605910927, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.196375919864863, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.067488081392298, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3235772890690214, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5874916398122991, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.03230790055338, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.9630054521411466, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.2290516831519085, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.8498342989447, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.5151406374699263, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.911242183264562, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.51515856935629, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.020259656364146, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6397757768507404, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.622681915955525, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.13644631234419, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5296602642334278, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.41872048217729, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1988225745489558, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.2756853394638483, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2025454931756201, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.63072536866048, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.787342892868708, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10197478477647337, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.809411548494211, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8152970977089353, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.10588460051821, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2251644992591082, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.19126685581361, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.424525366492077, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7513497434709393, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4002936211845167, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.740076663754678, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.49876695045634, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2151187989979917, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.45885192143777, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.187548294968678, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.038185426177904, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.901121011743726, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3557041918080017, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.42431718822106745, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.500144413028806, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.41811797996376754, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.908327940724746, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5846319112185938, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.6295702610663625, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.76179331488197, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.490178190045384, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.16625369845528, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.140041319110964, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.058785458263316, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6070355995469754, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.85101793784608, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.638037102967246, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.935173247984835, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.725529190984673, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.166502403890377, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2580675228142866, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.117821222093227, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.60975607556836, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.345404461050293, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.89084461305319, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.461225101345207, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.292133704621477, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.429153199639757, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.3417543129100125, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09600968720087621, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.204925661553034, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1159889807569812, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.43556422732448, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9431450398445804, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0749418499657395, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.27203857740857984, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.851175595559255, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10981962174719229, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7278996839784213, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.362149184727002, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6217939717151921, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.05923363693267447, tolerance: 0.058967488164632244
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.292894057244894, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.190445835247402, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.47548432696749, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4042845682589018, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.234202399372748, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.202430998239606, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0069004081669846, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.592814412691325, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.68671530391515, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.514929832448104, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.7322865718306275, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1704039825948485, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.362590716120053, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.30826799705602, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.810948696504482, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6277034661407583, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.122202616604852, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.99588633100231, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.42968527373469, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.660915260368597, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6231634347151385, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7725092940798675, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.242845828576435, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5249604826419159, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.575073429029544, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.14053120160193, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.2308636325345788, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2083033443979616, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.813520202593594, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.098313012341222, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.459790897776486, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.96001876331755, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.848705131322447, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.86029562818817, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12723822176786825, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.514412573034946, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1385814706620181, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1599458509959959, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.435942440129168, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5243772392091159, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.40347874003646, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5449223273250254, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17461191002729493, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3621133927875633, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.46884001513172, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.178246253035866, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2695405800951107, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2003169707836605, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.8622195614308055, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.082858916940722, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.908142485859514, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.582325516164559, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.959721160503648, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.707832695395865, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7519502005260392, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.535913748270474, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.666264055921715, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3308073090796597, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.26808878538833, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09199763753042589, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.853795686447484, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.265217083477694, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.678295016186041, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.593046762410722, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.324689775486604, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.42129379322261684, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.314337386802208, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.420966275918, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3268812723912333, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.094785794840561, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.34843815061228156, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.10935528192431, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12275731099984455, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.76030140264479, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.13797218331660588, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.504372127726356, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.302841154888483, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.53175941528383, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5473938684891095, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9750349991915073, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.5081981777629494, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7272325116467186, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0796236646036164, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.04914243515921, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9461962453081583, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.221262955779935, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.382269212669144, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0993002461335095, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.69516170175814, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7682871131732725, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.734091352718082, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.372991420122645, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.1199171328943, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.800265984279264, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.30926915316740633, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5582308093151482, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.647583641776066, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.784797788043875, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.629087085866217, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.404856987780363, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3425518057912313, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.640338216783505, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.699671745536364, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.7018887810660885, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5751448487241078, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.06689837662603, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.479374215985985, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.505596118983874, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.01235015723432, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.19186316083295196, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0668978603985124, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.19592464102228746, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.66136003836343, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.287507893321987, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09807460080526198, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.3889106044180153, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7836287224030514, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.451200407245693, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.21576568677829755, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.399858467357205, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.907195235742535, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7027782235428504, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3884708895486142, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.634264717740848, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.9740427329283, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.154628985412927, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.36971274712988, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.02507829144696, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.996576780546377, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.090922301250544, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.34083060270057786, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.40819572741185084, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.194300505128979, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.38461662050053746, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8734281499552878, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5608379336214853, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.334937041453514, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.994761295604405, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.896632314082126, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.414693838673486, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.061476260005378, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.980508011193194, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5489316483693187, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.81103819985637, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.37357303778711, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.58194969177316, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.151292066954397, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.067401029678706, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.24825091601582017, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.695955074232984, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.56874310103896, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.06038827920463, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.165018730035797, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.553600672539233, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.0971584653221385, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.280050295030861, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.1699475166975333, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08971768933179192, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.241557285081313, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0609401298661396, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.590029212051206, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8848416012730809, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07321469266554459, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.26266998761218474, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.613453432354191, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1057065934834327, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6876947652454533, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.79714188309032, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5892717548871929, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.791709863890219, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.862009933628201, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.09044552383489, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.38100457297798584, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2247075664621434, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.475914360586842, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9536495978991866, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.01880037697424, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.398465097736818, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.801000931012567, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.437233145288218, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0667663634192195, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.740716472091691, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.838874341286754, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.365985988378526, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.610189892736571, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.702775058733721, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.621818913404212, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.010455308400736, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6399162736175867, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5977035860038313, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.647142298500512, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.8079589777934757, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5003714258858167, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.486130252931616, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.22260688333816, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.969972173939766, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.19954829507418026, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.161436528990208, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.67084032116111, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.2351228494705424, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.09792214364626, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6362958638944747, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.78356200812732, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12189670268094233, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.41757448834349, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1321613776533468, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1514145009213621, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.062364956148144, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.47885466280933997, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.50659382101315, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.45537568080226265, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.16612750269825938, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2964688944918805, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.370550001405547, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.777114596491515, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.25988246010319926, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18998244230186856, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.487037228879302, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.698388375799368, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.308353443825894, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.294534755920921, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.61358732362487, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.426435456875026, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7109462647457008, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4105852033042083, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.56451174323014, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2286223560038252, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.651620957961512, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0891203300832899, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.324145497953396, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1444025448133175, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.407986605725, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.62872053344131, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.056635874573544, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4016687015239313, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.00949735143925, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.3193632738801, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3141589237765743, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.20174595801302, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3377725887584404, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.13360160042187, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11798214772886695, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.41292044243269, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1328591741636842, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.046707341393414, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.862485815109437, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.007224526838911, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5188504477124525, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.930120967925177, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.3957731423963935, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5924963658510478, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7440979913059778, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 63.05958259459888, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8966161945493809, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.129172633079293, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.007589898238791, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.006270667233508, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.194300215922567, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7375476016906646, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.900273387776735, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.927704352069924, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.086928936839, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.546340622795526, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29586320882981454, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5309576296517662, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.320192852156225, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.6191962845371677, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.088676151653573, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.983866826202529, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1862827992842426, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.384340431743681, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.91403537822754, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.399061275918598, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5188001016929888, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.57675129134256, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.00399387961116, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4826792717850026, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.790057538442824, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18589423006375227, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.867927898360051, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18964475978782502, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.82449685299855, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.816908428735587, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09444853568783174, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.023082276018556, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7540470407704731, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.83008842989264, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.20698275029661772, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.78074970531824, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.40631915410168, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6593416152882696, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.377314579316419, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5382414229654273, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.558089424440624, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0964228736383177, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.277690700066785, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.934842225113869, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9554490465885124, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.32003936414884, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.32686747248556003, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3932573123186103, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.903110202491973, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.35463527134362494, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8400877090090262, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.538844427743129, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.059453031948635, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.25955277560763, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.34687428854403, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.683132727699984, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.075440997147723, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.037844927523906, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4952407565022554, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.76695258278403, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.210318416069356, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.301043346323013, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.650124755831712, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.972166624152635, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.23882517620856447, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.294681230545336, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.51274855098819, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.76728334364759, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.4624380930849, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.67050078597225, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.91304699484283, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.137421619016237, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.013619353873821, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08393390900545228, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.316710148830794, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0083526588349514, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.827585604771514, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8323575600048798, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07154005221707394, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.253780387914162, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.393602734205132, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10178256060220292, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.651316639448055, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.309438984545892, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5584204080508925, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.337230335841127, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.548385481877261, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.81186336830632, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.36042670978048363, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.21588916624114063, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.798413808464204, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9005326219578365, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.49513120666478, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.128295645789791, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.145840828388828, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.1640960707325405, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9759320035402652, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.139828718789403, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.465829099253824, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.945301430173714, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5935225024276747, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.320112015567304, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.267936304084941, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.63947939547333, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6202585960170381, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5739775577785622, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.530575689651698, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4253685831100142, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.47783250199501026, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.45143479891382, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.28313759744796, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7419315383702383, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.19134600624681752, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.461083186293195, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.32793337775857, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.024544340378725, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.422278954423405, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.442929761296341, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.884430018867874, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1169061923013146, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.325520395181286, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12643434353071825, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.14466744022968214, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.74608669236744, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.43913229772056184, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.58770849734009, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.37018116159106285, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1583257213085858, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2359032196225144, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.362275975723094, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.413153093313099, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2507410770020897, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18038623441464097, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.135718933793129, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.403602540218003, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.736794039427906, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.0325681510723825, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.281860790479584, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.225617281452372, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6733034984993651, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.294373866072476, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.522749129828384, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1358539435074704, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.0525414147302, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08638450125215513, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.829113307199407, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0333470283777046, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.151493985097375, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.725215742378907, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.800229969111911, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.38310979561646263, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.720980813054183, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.1997080094568, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.30201649802793895, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.38749781575143, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3277763497085573, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.14305382751698, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11338512582719318, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.212772418810744, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1280791399611303, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.616109826608863, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.450603273190268, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.504673442110573, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4924052765896363, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8885574922273918, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.28266366383113, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4725304057046458, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.450255152421505, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 61.18070104609592, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8504719296727785, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.110211278847288, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.6485840357835286, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.9731210783313884, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.78591684323453, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7082893111180795, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.139516802724842, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.501751681477543, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.095013785246323, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.279788333271682, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2835408048591148, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5054615511460838, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.049382259826217, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4649937993071944, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.601400384663265, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.585004436915767, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.044488115490708, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.142146819313666, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.993434535627898, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.1111570925061756, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.46958485504626424, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.14951103091147, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 52.69442145243437, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4608200895862069, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.73565757842235, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1808842267088835, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.678149834147746, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18368369070299195, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 67.11569033674485, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.372836116795526, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0910687742718892, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7039911140447543, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7263595474869646, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.240014443147857, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.19871987246250455, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.32693576530673, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.921388146367377, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6203729011177188, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3667710154134056, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.450871380661198, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.23249033567396, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0404444871779504, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.18300647620009, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.910934114140389, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9150427774138734, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.623607173131461, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3137260041693253, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3793815835780947, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.62568801875733, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3283765218131407, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8082015269567364, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5184701313628466, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.801511444305447, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.555191649918186, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.837567273785851, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.970190335733434, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.172931101296342, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.213540799940716, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4454040768501386, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.71729737887031, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.119990026388194, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.088950481639074, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.211439804515635, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.879835442532283, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.22976836792659583, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.912470020616382, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.44189546438467, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.632826944121234, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.78162855802691, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.811180425162974, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.738953329563742, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.000697834567461, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.8668653912370416, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07861146174616351, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.428051420972395, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9580741563549395, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.15902867780119, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7849913035797158, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06991206043215925, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.24533341070326742, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.189915833520672, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09803060550285636, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6182833538567252, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.893005785507967, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5291002336992392, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.92489292745546, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.249106934889085, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 42.63472818466727, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3415716150597632, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.20767540880183333, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.16757816553843, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8480139721801834, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.016102764805964, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.874806554292974, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.544022346878705, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.910872848342166, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8959742453048989, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.559201781121715, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.18095914602111, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.547097199940595, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5776358761913798, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.968563870707328, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.932942589427853, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.31544608553881, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6018202293210493, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5518362790784863, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4179148514668043, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.08820222807708, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.45712324213968714, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.466494497014736, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.32239463904804, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5421312105539187, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18366481192651918, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.790718198597403, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.06458832397817, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.827305491505598, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 49.910874298785984, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.2667174087739, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.14731442477634, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11223646872093695, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.238073363195781, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12113683798503416, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1391911957120442, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.497268338641334, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4042900184025484, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.05498766804058, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.28931900970036395, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.15125480012221715, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1799153392706216, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.436772432907702, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.082586985784104, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2420855134158728, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17146214172987584, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.796222518112103, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.192918506708224, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.191117996460122, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.7930166396097604, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.963856905125795, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.094396722980974, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6390629532622825, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1864582638405636, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.53484402660699, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.051236575744099, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.470873183493893, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08378277006011103, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.366383032681881, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9309128445174224, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.907639295819649, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.877189549020898, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.55473014208178, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.36552626537707056, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.44762416424598, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 75.06216665826318, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29040493249874544, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.643753668685463, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3183896646768858, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.1377899744909, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10909938346173931, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 60.14737480907408, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12360128074385557, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.21080049644064, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.064782585947853, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.022870383845998, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4678668077858674, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8500313497431193, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.167343375778472, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3653741594519602, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.192302332821157, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.40335200344549, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8075033700874314, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.158517438237027, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.3049450980270763, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.93014118362521, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.464466088626637, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6803988975801474, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.444321992057723, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.093977938406908, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.14195946813939, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.013016607745328, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2723758537224512, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4815659586618608, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.865709406746703, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.321133144456553, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.161542472214421, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.206611815646454, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9155624704107481, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.913330200986138, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.099625395455917, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.8389450574959483, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4263825603287046, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.782723978489116, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.53609706426349, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4399448453943364, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.83456345679761, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17683697595231251, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4969338528396747, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17802050199020414, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.53029564593928, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.953023856657296, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08790136849370356, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.425023529828991, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7004021375786351, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.678720422291406, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1909210595732702, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.031057377839716, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.452001980348058, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.585276204484785, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3537440699148533, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3711943704235807, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.99559927671962, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9865672990349879, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.08817271562745, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.957140487471577, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8755456978467464, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.966036210575453, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3013290875566099, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.36645362669318615, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.361169751532657, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.30491920384645255, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7776614652201204, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4995605840813937, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.560466686614149, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.880708043338359, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.365185662212241, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.275179294350238, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.345929391357544, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.492496459713323, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.39902973579256695, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.67024777411177, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.08631961130743, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.945443943102703, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.826270573571776, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.789863839318684, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.22106244860168545, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.547908852800788, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 69.3006465628359, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.53441525569872, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.121356838240587, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.97519355435844, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.574131727088002, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.8694452251258156, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7289976835932066, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07370501807866958, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.573574918517807, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.909954235479006, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.578213981427893, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7421258665194728, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06832507568856272, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.23730616254363213, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.000853903619372, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09443598529213659, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5881816907996722, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.542504950505815, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.501217375759893, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.550399447147413, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.961577588665648, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.553466325475824, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3242963621796662, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.20000377356268473, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.579185858525818, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7964045920077183, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.576663002307555, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.636773654045385, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.990540101978013, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.675798082815675, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8253225316322528, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.998234820788525, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.976913443688915, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.169698391084268, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5624720258261959, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.644180133538384, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.615680015218857, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.037530736531124, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5844919944620983, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5311379917985732, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3001160727741308, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.790431891366211, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4380464032454938, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.52740803032387, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.34062259820635, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3666480558434841, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17646093113023653, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.15123698305905, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.876098199481135, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6425706664654456, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 47.54693627205347, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.106060280055999, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.557755202474652, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10785985636181294, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.154965045278658, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11630236696629481, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.13397519742767372, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.324666226474022, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3735868993625786, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.70253971719137, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2130131169524816, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.14480621540684524, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.12804515242442, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.587980820872701, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.782013124293229, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.23387087202308976, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.16315133110828128, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.489567795069263, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.061136096412838, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.66924502224623, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.5732705772578868, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.658984630845396, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.024255223388167, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6074506518771159, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0861094506124687, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.59543519224516, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9738135895168512, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.905959893924603, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08130604666581576, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.938695069291612, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8361267408788535, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.675415571486212, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.07976341756836, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.319465853199745, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.34883877235853333, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.188302256825665, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 74.59230378614423, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.27928356967208856, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.963093284433285, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3095586170497029, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.11791302055553, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10509904123458114, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 58.205282435163724, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11939619722687667, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.828901448189924, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.703403758659135, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.560286006454476, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4450637130116206, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8142548526584505, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0579486840097445, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.269378825026621, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9654031994140837, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.71910759157993, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7674562596741907, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.268648849783716, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.9764115579048394, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.880167557571326, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.22488003923661, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6537809464818736, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.808110218798106, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.703333391538536, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.226047419783526, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.7605522441845665, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2620027771130822, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4591108725695108, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.769578121220206, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.1866689047130308, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.764068167430224, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.847194642757529, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7980862293234736, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.696918756317132, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.23713608938735, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.582583687539511, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.38837600307226694, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.474718507334813, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.516217318668794, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.419978618296625, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.07336825019854, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17382370442641104, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.323722939945071, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1726354284556919, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.063605324589076, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.555331006199225, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08492227449175971, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.180529689956245, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6760248450958954, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.050266942004612, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18354168060460552, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.885270136199864, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.997740403868903, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.553568655902609, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3402748409638434, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2983618930193188, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.829323807717884, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9347071068372088, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.99207353005485, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.07656133501439, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8370657670377, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.366960963150007, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.28960846275862195, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.354379331746145, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.108903106012747, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.28430039955725306, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.74837420659955, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4819725534283634, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.334295991582309, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.235285333810054, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.927282870099418, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.597324817957116, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.587115928869423, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.861361364065829, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.355690862146389, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.618058002054084, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.13358941483159, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.89197785486303, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.487119188135125, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.701925537184309, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.21269010787523257, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.199595277073769, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 66.84658505312345, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.50163554616921, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.48056479178581, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.161938129694676, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.4000461037122705, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.7433119115972318, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.599363763859884, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06917576761674127, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.751417456105003, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8638527807308947, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.07552816548821, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7031977482785123, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06677346498412362, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.229669633925198, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.825030963099863, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0909878675283835, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5606647061603098, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.25330590920032, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4746614761755268, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.20965251530464, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.683731676080157, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 38.564785250211116, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.30847325751506105, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.19281625603235852, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.030736932363311, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.74593097796145, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.172517467258388, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.413317978303212, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.480961261080495, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.457243296457733, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7626475326819673, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.45626684309181, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.8469494884512, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.811559558969094, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5479804149870802, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.343857609275915, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.315047175798213, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.80462017201131, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5681753682650879, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5117610698993076, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.190798631704382, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.526933270904692, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4204319889041699, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.63065522506173, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.8915919394924, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2505763483202372, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.16968159683631256, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.53985464101885, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.757955208205487, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.469524265728438, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 45.3143756243154, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9593061268475367, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.102374646146245, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10375419421990273, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.075885404709254, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11188715728565057, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12900638629389505, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.224901422714453, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.34639899853937095, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 72.24098501487308, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1427174739907855, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.13885646540569496, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0798961930380813, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.808410439293453, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.5084012015295514, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2260644266076497, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.15540511860285733, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.202326143630444, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.003159317874292, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.169428142822824, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.3711246410688602, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.366671798430787, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.00881563316443, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5783677648933008, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9926670833339415, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.699803996573095, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9026644523247569, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.355325105956155, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07894378188439077, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.548993122823845, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7481644048611997, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.453659535148404, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.32868839033688, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.093823915808571, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3329738403643887, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.9420411434343805, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.8934581833167, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2686157019795701, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.339046800973563, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3012346532936476, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.08349185947426, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10131870707004964, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.37603792480172, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11543936897288631, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.46892720059094, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.364683048215397, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.11438734407676, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.42384001689822526, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7809706313814786, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.9544087193853272, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1831481072659358, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7653814981990195, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 56.12048245776779, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7301778171313913, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.43568774556013, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.662776581193043, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.8253611429618104, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.06235746580728, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.628336854556153, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.224963318511982, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.328865896812943, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.345596026212633, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.521928643982761, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2526961865566477, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4379631550725094, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.76941820915971, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.060769867856095, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.404419795790233, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.504779982908701, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6908266225822786, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.4921695064274445, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.406787086963476, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.340851950235674, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3548203002534933, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.22407151825155, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.62280474429235, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.40086051769691267, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.439803766033748, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17199799272043492, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1580208864714905, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1675096700037102, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.71091477957236, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.177983519358321, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08211340896389174, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.965696037871055, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6530917713944575, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.42762115438319, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17653829132621013, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.881921358932715, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.558124371042084, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5248252666037843, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3279301471231406, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2316443965762573, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.733475371601685, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8847955381212103, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.8954186722699, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.267029832607534, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7996754187500414, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.810335739426534, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.278508275773504, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.34307532233475513, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.8681902231842855, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2660860056058709, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7202583643248772, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4655829153775244, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.121955230402392, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.6182267089737365, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.520529663829279, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.93577611323923, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.89000192303601, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.308501462101276, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3150103345629418, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.56174079970995, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.256082201186103, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.918255388922915, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.1875533806275484, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.547996460954721, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.20463519167429922, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.866416035371799, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 64.47144367546203, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.56261985363642, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.857864177962341, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.370998877552267, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.219488049854419, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.6219638431076646, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4774080213158527, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06499035794837482, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.959963460501797, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8196519343259752, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.648548565706506, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6677348656128856, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06525186775223801, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.222400509389729, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.6612514963179876, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08767270249666126, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5354260700783016, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.021502613866403, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4493417890479918, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.8995899804054943, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4154259916038825, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 36.665008219137576, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2939858449207122, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18606500066914577, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.519220700204443, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6967367816826027, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.799926516160269, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.203138805985276, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.011194870383292, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.253793623973451, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7068515560355877, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.932737456795905, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.78501267135195, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.471330647343137, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5341115339618341, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.064929342043115, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.028776553201624, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.615438596095856, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5527855374216983, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4935929428698387, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.089984681854361, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.2932640425703426, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4041315243600252, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.77313635737528, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.52911460773728, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.203168987279696, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.16330387767504817, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.956154571814494, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.705847539323287, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3075064312828033, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.20108055348837, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8250086776918124, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.769100768126776, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09989605697245452, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0005901367406125, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10785288687117145, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12427021918119863, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.194937286658018, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3222243520854704, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.77887717543052, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09792944110029111, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.13340449567243695, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0351226336304364, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.091238421680828, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.2735061163752164, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.21864585988561203, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.14817180271177222, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.933213250061527, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.013640437006586, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.690127079908393, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.1846063147921484, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.086359693383201, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.04276682545472, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5514349361840232, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9055628138768839, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.84387843738304, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8371080675207168, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.819030179768504, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07669327833968964, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.1952970246698555, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6662933523355719, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.241543234218284, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.565858592135953, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.877272283566413, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.31786889482003744, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.707935073624526, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 73.13222832416369, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.25836765020292773, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.765831193453835, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29337404129418587, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.03461602697978, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0977442342993129, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.65025784902369, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11170906802504987, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.129585029774319, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.047016950965315, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.6854830038284945, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.40405500545659834, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7499472505091944, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.856172659877018, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1054609805321434, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.588643834763161, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 54.60069945983827, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6960832260091365, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.655212936317866, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.36388527264819, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.767381041286825, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.972255658512495, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6039907769422825, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.689675445670844, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.969660651475124, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.49905056278132, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.295498269687641, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.24403297926266987, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.417999650651268, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.83780792146294, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.9426800038680767, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.078543997338528, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.177143895621327, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.592700247682103, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.298659555666347, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.604100652223025, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1115402776657675, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.32508502590025046, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.029826247453315, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 44.84534951588677, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3825346404796619, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.922808585573932, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17165637965155156, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9993316048318661, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.16262954925377926, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.46748324200604, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.819400084680552, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07945733359377982, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7764601731063294, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6314877631571107, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.840007730032994, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.16987711683333373, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.01284506452552, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.13344075274378, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.49871038329820294, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.316391894458377, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1703968146869101, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.702135609216214, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8367198602767871, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.79590100275618, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.543174425550376, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7634160883357595, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.290266279518448, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.26797202857085267, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.33246815085857406, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.638400305427126, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.24950396652099016, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6932376959538544, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.45027879224977596, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.922285492390529, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.028826704031985, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.142967877465367, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.290195960951337, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.248727587020369, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.8236955014535567, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2765990916612395, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.50888753995426, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.448032794460318, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.03250280267497, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.9221819891048426, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.922281182906659, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.19688243595857102, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.547507462390342, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.17493778704831, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.667162829951792, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.25188662627528, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.601973576648362, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.049964261031789, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.5050916313622906, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.3626011215446283, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06110946713033627, tolerance: 0.059715435432094434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.196951165907876, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7772270925935914, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.2929469124187, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6353143001669537, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06375425042040206, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.21547658784288615, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.508421697427252, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08448291410832098, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5122153653041437, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.84413036165813, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4251846125874863, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.617189239912932, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.1564250901197397, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.85176591375381, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2807358311786743, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17970545977112806, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.04185875931762, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.64891164974199, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.455612964912177, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.005585329108413, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.577673384804029, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.064131066753674, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6525663943896234, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.427045315386522, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.78568206320668, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.147735122831705, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5208216190690678, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.805119518843185, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.7549210979405245, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.475745067306377, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5382437100898301, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.47653991561804787, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9960445508322664, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.085622326427597, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3890123602236599, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.95200398050457, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 83.02152722715593, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1589179134765573, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.15729662019646184, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.397004433026865, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.715615072722244, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.155830521209424, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.19883824271892, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.701922331940409, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.54674219629814, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09626652938266034, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9288988576906831, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.104167385549772, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11975555142453231, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.23153913453163, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.30063743239986707, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 71.32971556103536, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09526566628755972, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12837203305286948, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9934029891047373, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.429588371063062, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.087588255139366, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2115894685784383, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.14141104887994516, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.681165385995143, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.088400010017438, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 11.229986385846814, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.01202628548495, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.817525748542778, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.121561033591348, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5263668798021399, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8242366745061247, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.02411965268169, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7765654875036603, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.294381517958186, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07453970984204261, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.872838033678988, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5898887026991133, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.038582454847642, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.788341554841622, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.66930008273448, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.30346452747374997, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.485144666177746, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.91145974219485, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.24851106841452975, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.238337023071324, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.28593975226894486, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.97135977010811, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09436861573146871, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.01947375677855, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10818558908601972, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.8094954552004765, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.748959008343718, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.272679357466416, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3855774206185174, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7209788194564908, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.762961456750503, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0352812699302945, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4321573932433012, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.15348219291471, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6639220925274572, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.923110212131007, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0796584705584564, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.707506694595992, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.950160624878492, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.580661944740342, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.197556864588421, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.624956085060802, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.684985235883005, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.080494073503644, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.23597734496553358, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3991193071492489, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.980741976980482, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.8317253435742487, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.782926350248914, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.864799041377466, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5027732882314808, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.115297660869999, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.828512326577254, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8956245566092775, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.29868375538273995, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.891469746916897, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 43.174296645982764, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3649511235561249, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.51240174608907, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17304986191868466, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8471578933344404, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1579759790875528, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.32840110679709, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.478147114715227, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07693878889881489, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6093644552046271, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6110983850599041, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.28290815768463, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.16352929956724438, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.270314258880262, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.726260062685213, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.47489427953058794, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3058124263593527, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1140527953965602, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.70563117631076, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7904319782755636, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.69472167578235, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.9070918747272, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.728295032509834, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.810744514416285, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.25795630412403625, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3224930018334362, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4189549569198903, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.23441736117962364, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.667247608214268, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4359625549086559, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.734773019999011, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.46663700383192, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.79198161006309, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.66010478761106, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.658072301464983, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.398148444121034, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.24009489775801285, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.44836394587128, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.70209151009189, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.210828434221895, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.686442084558905, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.345897991650759, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18942042233030065, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.241914095434737, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 59.9564368092867, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.80948396894496, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.662424664766235, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.854474051047447, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.8901570149311624, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.392444897942397, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.2544589539146216, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.457661326354412, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7363677543714857, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.006750818676153, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6055962922600884, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.062275037481242634, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.20887641700892345, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.3655752430162806, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08140878258092243, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4908040436986312, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.71828408875666, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4021049283714433, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.3595040946486847, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.906710363683743, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.12325455698874, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2691573880194369, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17369881132452747, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.596568911677338, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6025086990032946, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.136779775870991, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.8197254916437373, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.177103433121772, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.887096586161107, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6039624475070013, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.938706414806148, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.8440400558641, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.839641304354132, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5080719593642584, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.562434153149638, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.493732070548333, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.4050854648886, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5244814896362868, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.46050843303345346, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9089803206298939, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.9007296282046582, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3749583386635891, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 30.164753652709663, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.82865920280682, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1175835214811514, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.15162895737677218, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.86089815301355, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.783350793474057, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.0128050737071987, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 39.296616788350235, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5890303735938005, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.425060069138226, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09284776313540988, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8605986470501534, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10079893781522742, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11525875342016434, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 20.33157462722488, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.28128487516983114, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.89360977082407, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09271964349557038, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12371982232468781, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9544649006458599, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.817933608839638, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.9189127627683717, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.204861099604841, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1350843035121443, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.441818767556697, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.22300181207902, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.787812437174694, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.8519271502908623, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.5597127458558475, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.241830197513792, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5028971739641861, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7482196277999549, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 34.1736052168374, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7204664060629966, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.78040125519857, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07248615725205809, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.580210631567695, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5184080780885552, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.8443209690122444, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.057598982508466, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.469452928057706, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.289712008861045, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.272911241731691, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 68.10230919442903, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.23902329467642858, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.752134072756803, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.27889741517986977, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.23964352146814, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09117826944086005, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.47590081552187, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10485104779849053, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.507232134830531, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.469166009533922, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.8753333630638735, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.36828702193685103, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6938818844678281, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.674446801279373, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9717221197887511, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.2932988101806586, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.77334485141793, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6333487051155657, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.235650990886484, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8101070434137796, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.646711835354097, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.991929259189249, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5582903629792213, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.74444317938287, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.293975001593452, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.902158351924498, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.8761093161238875, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.22858134860899781, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3812274188939, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 22.1804258339221, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.7273207432248228, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.5284586925671704, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.566747709889626, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4201887682770007, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.9418289100660786, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.076607826517744, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.690968313957569, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.27512805128213813, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.809001127304924, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 41.60104847095718, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3480650754533485, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.19926822475628, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.16960989053654885, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7010823293077237, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.15353914668457946, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.28895079050784, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.15301183155205, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07454523118491352, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4614586269904635, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.591832897975678, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.754772053699924, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.157467330569375, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.646490400750764, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.337355838253927, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.45310590775756054, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2959634168012144, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0621137421321976, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.73999897767345, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7458597604050397, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.59194077765079, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.385709136408707, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.694311931471816, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.364178281490524, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2484165312447999, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3130920292658175, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.209303204550338, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2206885094560107, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.642224509529143, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.42254709099819365, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.558514605849666, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.931368303570764, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.465503381561803, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.045062899437255, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.1133528080193, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0241143625884774, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.20504048848300727, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.383370878000534, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.012506241999148, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.453676115481983, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.4764183898612373, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.814663093283002, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.18223395389318853, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.949072363488426, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 57.815172567135875, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.033875080483597, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.088907717952338, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.128079490038118, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.7400929613114613, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.2837725288775346, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.1525270104242793, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.743978415337267, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6969530497742653, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.78621911775457, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5782681536925907, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06080857444408139, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.20158706229000245, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.2318485403947648, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07844353393375059, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.47100114425848005, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.64113365409588, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3800445718325136, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.124108338693759, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6660483274391993, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 31.47783541349594, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.25791150262426754, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.168010345389348, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.180524659746538, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5575487401271744, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.840886422384756, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.644648694281244, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.806493650474948, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.7216493269274054, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5608220477942041, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.467257299672838, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.955563717535824, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.545976138709591, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.49582663482561884, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.335184777528923, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.24455598127372, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 26.402173375532982, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5114355982903476, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.445418651001944, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8279805448804893, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7357662902176685, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.36186650273026544, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.409077387992113, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 79.14668028530528, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.078939477010465, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.14626799116325628, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.345781778128128, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.905410488756473, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.8791107915454006, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 37.48589183114359, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4853944084441082, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.394891777909777, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0896249147606909, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7954897901644813, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09764363060276082, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10995542613119369, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 19.469552588907874, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2638716708485731, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.46893871665196, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0902845854444081, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11939367329756578, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.9180539974150861, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.251241688059594, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.764750811537766, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.19844013741789013, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12915629825397446, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.221230593079127, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.41332336059429, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 10.362517543898548, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.702993112554992, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.312460050479501, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.40032419562513, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4808515492389347, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.684312934554498, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 33.315679913741576, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6683719837673152, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.276701426747962, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07051620667488123, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.309098756363198, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4513604236673245, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.658298823336054, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.368947605064648, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.2772923524829025, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2765609867457215, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.070530192825856, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 65.42192533606062, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.22987807869094468, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.303170155119403, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.27221596104399737, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 81.13590956651562, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08815992871942058, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.01269501035179, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10168960729998844, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.221655200739235, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.2063144275201125, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.4927311878906835, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.35206937613389755, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6684908869165156, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.590180375294892, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.914009982984453, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.1698296547898508, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 50.45484585710528, tolerance: 0.0485070993099066
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6047943515668521, tolerance: 0.03948048731775189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.589507902886453, tolerance: 0.057010418148890324
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5553631924912565, tolerance: 0.03730290146622043
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.5857133445130103, tolerance: 0.06882453806342814
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.093581556234085, tolerance: 0.052725042446096215
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5368066709912966, tolerance: 0.03686072327162291
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.326617428890245, tolerance: 0.0557174148488382
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.976068010558322, tolerance: 0.04058676587288989
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.14941003721151, tolerance: 0.045517078075883406
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.681403918933199, tolerance: 0.043629209562748496
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.22181559654001148, tolerance: 0.040768320311091746
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3642397917018343, tolerance: 0.049593730038536975
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 21.4408039688644, tolerance: 0.04550976724205836
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.628903591342066, tolerance: 0.04819912712333085
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.3052720065206245, tolerance: 0.04777457099630529
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.282120009275559, tolerance: 0.04835194706950463
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3442249022965598, tolerance: 0.05016662910527371
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.7774846399658486, tolerance: 0.042644036198967665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.34475629843797, tolerance: 0.04302755777476114
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.4968680656551783, tolerance: 0.04323526249822198
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.25408897961636967, tolerance: 0.03534336977811127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.782929587221815, tolerance: 0.04739241149885578
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 40.117754489880326, tolerance: 0.05635245174506859
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3318353959344904, tolerance: 0.046167833300753684
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.97523661135935, tolerance: 0.05285429642953612
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.16278072304106672, tolerance: 0.05225112511989999
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5606964410445698, tolerance: 0.04722668303085733
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.14930301986277073, tolerance: 0.049061225285287766
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 51.344543029997055, tolerance: 0.05314411364599341
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.84281579350926, tolerance: 0.04383798013294484
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07226543066428803, tolerance: 0.04502468842327919
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3302347590822592, tolerance: 0.06570386575680941
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5736000350033237, tolerance: 0.03926558094932511
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.25390019727513, tolerance: 0.05094499076579045
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.15166816898096158, tolerance: 0.042747536313496134
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.13408318914057, tolerance: 0.05650600308831005
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.963585257969953, tolerance: 0.03772526990616965
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.43310741782079276, tolerance: 0.05093121183594526
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2867856296907121, tolerance: 0.04951444076852722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0141408594037102, tolerance: 0.04982745937334679
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 27.8069431359109, tolerance: 0.05011338941067788
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.7029210850541858, tolerance: 0.029962426639303177
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 53.486456007393144, tolerance: 0.04434272257399935
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.007460247014876, tolerance: 0.0447855206715905
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6614513100909107, tolerance: 0.06022396466407916
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.9477113031804265, tolerance: 0.04668267440917306
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2393193381515175, tolerance: 0.04712233070986041
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3042149875376481, tolerance: 0.03813886778325001
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0089188438828955, tolerance: 0.04420286410450871
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.20876959354035307, tolerance: 0.04703674825940144
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.618113230264953, tolerance: 0.0318753379105678
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.40995136789007347, tolerance: 0.052645565196768156
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.392528722064583, tolerance: 0.038127632528433264
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.422913361934093, tolerance: 0.04571901074424561
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.1618037809494695, tolerance: 0.03789058697581226
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.444589305938536, tolerance: 0.0428803804531932
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 8.610318561997104, tolerance: 0.05339271187306655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6949184173681147, tolerance: 0.058406294316805704
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.1708979845083718, tolerance: 0.05358367230561042
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 46.32189349097851, tolerance: 0.04500442253435233
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 12.37277241850822, tolerance: 0.04843234303464189
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.744892631911455, tolerance: 0.04363462492073771
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.288800178978647, tolerance: 0.05743379260542795
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.325640804669263, tolerance: 0.03571649666490299
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.17531095110882688, tolerance: 0.026597995112050552
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.668021364722847, tolerance: 0.04514538214852636
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 55.750073755743756, tolerance: 0.052418948354003445
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.305019852165344, tolerance: 0.06141774592497812
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.53072929986044, tolerance: 0.038107461567951854
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.422549726150407, tolerance: 0.03502465937743031
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.598257577763036, tolerance: 0.04609855952408982
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.1788515443375047, tolerance: 0.03266897801296487
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.056380535393629, tolerance: 0.036987713156191954
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.055058701441794, tolerance: 0.04752603314089127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.658993107012634, tolerance: 0.041661697397575664
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 23.628828268646373, tolerance: 0.04142388793421577
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5530705122174027, tolerance: 0.05149072939194489
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.05934750918748932, tolerance: 0.044813300528390235
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.19453689779817296, tolerance: 0.05529727806298088
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.1064626634652655, tolerance: 0.05070151927403559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.07557898574259525, tolerance: 0.0501313048792119
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4526421936275824, tolerance: 0.046196136279112926
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 17.610840939715217, tolerance: 0.04933884333212308
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3589255172527146, tolerance: 0.04299123195049092
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.909034993299258, tolerance: 0.04700977316511625
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.434294240316575, tolerance: 0.0322598118252757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 29.914814667964436, tolerance: 0.05720388388555754
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2476349024616411, tolerance: 0.04050551905442658
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.16261127564018807, tolerance: 0.050507123841182174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.792153873360633, tolerance: 0.03772607299464998
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.514037513174344, tolerance: 0.0708175473376161
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.5657543205670095, tolerance: 0.051171150824276944
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.479831045152821, tolerance: 0.03097254270520366
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.46319548352912, tolerance: 0.04534744894909608
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.566814469067765, tolerance: 0.04545803370377258
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.5223177321008734, tolerance: 0.05794776886652758
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.01222453634665, tolerance: 0.03951781859062236
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 24.116244724445778, tolerance: 0.048172820404972574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.265794729022787, tolerance: 0.041535447068826205
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.48405230318013537, tolerance: 0.041610645653904876
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.121899971041387, tolerance: 0.05388122953734072
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.0068970303347555, tolerance: 0.039849481189930654
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 25.45862757134219, tolerance: 0.037891537898443434
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.49904917941654503, tolerance: 0.05223802700329393
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.4311973113440217, tolerance: 0.04446459241474424
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7522747905715335, tolerance: 0.04373230444856178
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.5882702001763391, tolerance: 0.05917359153495127
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.34964656029984553, tolerance: 0.05157370239987187
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 28.682909115977537, tolerance: 0.04449864955076722
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 76.60128970924484, tolerance: 0.053470903418557036
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.0427727975578023, tolerance: 0.05981094602927126
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.14119989160923296, tolerance: 0.051351836397942933
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.848726144548152, tolerance: 0.045421949795859416
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.078305918616508, tolerance: 0.046837441463492044
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.754700525799791, tolerance: 0.0249497379012093
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 35.76019192297122, tolerance: 0.04730277612873488
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3901184579685832, tolerance: 0.054960176458306614
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 14.447788791665118, tolerance: 0.05682807567978574
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08658146522077459, tolerance: 0.0626317834968706
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.7333341989341875, tolerance: 0.03449978784813421
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.09466693302653084, tolerance: 0.04061448741656734
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.10512398601457562, tolerance: 0.05514620161231227
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 18.68459866478841, tolerance: 0.03626524542633068
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.24814905278134347, tolerance: 0.05643027980256073
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 70.05385886491385, tolerance: 0.052272864725778224
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0879535689249451, tolerance: 0.03420753407657251
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.11535501875579257, tolerance: 0.05509284904324003
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.8839528285953975, tolerance: 0.04901026745994457
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.725215499277397, tolerance: 0.05124629395754687
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.6245077445975937, tolerance: 0.0472844944994882
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.19231158910633894, tolerance: 0.03623888357548313
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.12359572175188305, tolerance: 0.061985794837021504
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.014306249682107, tolerance: 0.02771199748822096
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 13.655185378162457, tolerance: 0.04622014952770892
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 9.95316882505665, tolerance: 0.04783777320393546
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.564125238511423, tolerance: 0.04794133095297326
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.0753408541028193, tolerance: 0.04572837786222473
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.59436109325904, tolerance: 0.04780917812753589
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.46008668810486597, tolerance: 0.05862505022214026
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.6248342878447204, tolerance: 0.04168613139475897
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 32.48425393595838, tolerance: 0.04167171437986697
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6198847405156585, tolerance: 0.054305291449966105
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 16.782961761561694, tolerance: 0.03481528643813497
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.06863279696938207, tolerance: 0.04005133281059201
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.061254383639948, tolerance: 0.04736069538824559
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.3883424367205066, tolerance: 0.053309205072978046
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 3.4799455552597465, tolerance: 0.04610503433432359
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 15.721219708614285, tolerance: 0.049475615220856174
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.092073311837282, tolerance: 0.04840073247238547
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.26396855273782194, tolerance: 0.045230180338376946
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.877371477729014, tolerance: 0.03848999037272757
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 62.86547504864396, tolerance: 0.05492324372915632
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.22105450447256203, tolerance: 0.03835173068810442
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 7.887912791057886, tolerance: 0.05505105959996943
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.2658676265639599, tolerance: 0.04331778433384541
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 80.73855426024008, tolerance: 0.04961844773732665
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.08529731777340999, tolerance: 0.03184552465948883
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 48.623486540465876, tolerance: 0.053167515431612335
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.0983430115769579, tolerance: 0.0498392510314815
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 5.951795448016071, tolerance: 0.04920125082678727
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 4.959321185625583, tolerance: 0.04442598676603375
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 6.124250408194655, tolerance: 0.04726679318763386
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.3368200754995314, tolerance: 0.03722289022404689
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.6412049373191735, tolerance: 0.05673523962929802
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 2.5098977411709313, tolerance: 0.03601986797285881
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 0.861484521833745, tolerance: 0.0551253175592655
  model = cd_fast.enet_coordinate_descent(
C:\Users\91842\anaconda3\lib\site-packages\sklearn\linear_model\_coordinate_descent.py:530: ConvergenceWarning: Objective did not converge. You might want to increase the number of iterations. Duality gap: 1.059830710048459, tolerance: 0.05517903575499296
  model = cd_fast.enet_coordinate_descent(

plt.plot(alphas,loss,label='loss')
plt.plot(alphas,bias,label='Bias')
plt.plot(alphas,variance,label='Variance')
plt.xlabel('Alpha')
plt.legend()

<matplotlib.legend.Legend at 0x1b0da31caf0>

4. Effect of Regularization on Loss Function

from sklearn.datasets import make_regression

X,y = make_regression(n_samples=100, n_features=1, n_informative=1, n_targets=1,noise=20,random_state=13)

plt.scatter(X,y)

from sklearn.linear_model import LinearRegression

reg = LinearRegression()
reg.fit(X,y)
print(reg.coef_)
print(reg.intercept_)

[27.82809103]
-2.29474455867698

def cal_loss(m,alpha):
    return np.sum((y - m*X.ravel() + 2.29)**2) + alpha*abs(m)

def predict(m):
    return m*X - 2.29

m = np.linspace(-45,100,100)
plt.figure(figsize=(12,12))
for j in [0,100,500,1000,2500,3500,4500,5500]:
    loss = []
    for i in range(m.shape[0]):
        loss_i = cal_loss(m[i],j)
        loss.append(loss_i)
    plt.plot(m,loss,label='alpha = {}'.format(j))
plt.legend()
plt.xlabel('Alpha')
plt.ylabel('Loss')
plt.show()